In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7fcd8f2dfa90>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 16
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7fcd8f1d4e10>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.0 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
image_input = tf.placeholder(tf.float32, [None, image_width, image_height, image_channels])
z_input = tf.placeholder(tf.float32, [None, z_dim])
learning_rate = tf.placeholder(tf.float32, name="learning_rate")
return image_input, z_input, learning_rate
"""
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"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the generator, tensor logits of the generator).
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param image: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
alpha = 0.2
with tf.variable_scope('discriminator', reuse=reuse):
x1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same')
relu1 = tf.maximum(alpha * x1, x1)
x2 = tf.layers.conv2d(relu1, 128, 5, strides=2, padding='same')
bn2 = tf.layers.batch_normalization(x2, training=True)
relu2 = tf.maximum(alpha * bn2, bn2)
x3 = tf.layers.conv2d(relu2, 256, 5, strides=2, padding='same')
bn3 = tf.layers.batch_normalization(x3, training=True)
relu3 = tf.maximum(alpha * bn3, bn3)
###### trying dropout
drop = tf.layers.dropout(relu3, 0.75)
flat = tf.reshape(drop, (-1, 4*4*256))
logits = tf.layers.dense(flat, 1)
out = tf.sigmoid(logits)
return out, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
alpha = 0.2
with tf.variable_scope('generator', reuse= not is_train):
x1 = tf.layers.dense(z, 7*7*512)
x1 = tf.reshape(x1, (-1, 7, 7, 512))
bn1 = tf.layers.batch_normalization(x1, training=is_train)
relu1 = tf.maximum(alpha * bn1, bn1)
x2 = tf.layers.conv2d_transpose(relu1, 256, 5, strides=2, padding='same')
bn2 = tf.layers.batch_normalization(x2, training=is_train)
relu2 = tf.maximum(alpha * bn2, bn2)
x3 = tf.layers.conv2d_transpose(relu2, 128, 5, strides=2, padding='same')
bn3 = tf.layers.batch_normalization(x3, training=is_train)
relu3 = tf.maximum(alpha * bn3, bn3)
logits = tf.layers.conv2d_transpose(relu3, out_channel_dim, 5, strides=1, padding='same')
out = tf.tanh(logits)
return out
"""
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"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
g_model = generator(input_z, out_channel_dim)
d_model_real, d_logits_real = discriminator(input_real)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(
logits=d_logits_real, labels=tf.ones_like(d_model_real)))
d_loss_fake = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(
logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
g_loss = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(
logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
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"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
d_train_opt = tf.train.AdamOptimizer(
learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
update_ops = tf.get_collection(tf.GraphKeys.UPDATE_OPS)
g_updates = [opt for opt in update_ops if opt.name.startswith('generator')]
with tf.control_dependencies(g_updates):
g_train_opt = tf.train.AdamOptimizer(
learning_rate, beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
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"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
#tf.reset_default_graph()
image_width = data_shape[1]
image_height = data_shape[2]
image_channels = data_shape[3]
input_real, input_z, _ = model_inputs(image_width, image_height, image_channels, z_dim)
l_rate = learning_rate
#loss, optimization
d_loss, g_loss = model_loss(input_real, input_z, image_channels)
d_opt, g_opt = model_opt(d_loss, g_loss, l_rate, beta1)
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
i = 0
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
i += 1
batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
batch_images = batch_images*2
_ = sess.run(d_opt, feed_dict={input_real: batch_images, input_z: batch_z})
_ = sess.run(g_opt, feed_dict={input_z: batch_z})
train_loss_d = sess.run(d_loss, {input_z: batch_z, input_real: batch_images})
train_loss_g = g_loss.eval({input_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epoch_count),"Discriminator Loss: {:.4f}...".format(train_loss_d),"Generator Loss: {:.4f}".format(train_loss_g))
if i % 10 == 0:
show_generator_output(sess, 16, input_z, image_channels, data_image_mode)
return None
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 100
learning_rate = 0.0004
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 2
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim,
learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/2... Discriminator Loss: 7.4633... Generator Loss: 0.0008 Epoch 1/2... Discriminator Loss: 3.9193... Generator Loss: 0.0431 Epoch 1/2... Discriminator Loss: 0.1848... Generator Loss: 2.1995 Epoch 1/2... Discriminator Loss: 0.0437... Generator Loss: 6.9782 Epoch 1/2... Discriminator Loss: 0.0829... Generator Loss: 7.7844 Epoch 1/2... Discriminator Loss: 0.0378... Generator Loss: 4.7446 Epoch 1/2... Discriminator Loss: 0.0485... Generator Loss: 3.5549 Epoch 1/2... Discriminator Loss: 2.8198... Generator Loss: 0.0673 Epoch 1/2... Discriminator Loss: 0.2681... Generator Loss: 14.1404 Epoch 1/2... Discriminator Loss: 0.1281... Generator Loss: 16.9890
Epoch 1/2... Discriminator Loss: 0.0377... Generator Loss: 14.4848 Epoch 1/2... Discriminator Loss: 0.0052... Generator Loss: 10.2077 Epoch 1/2... Discriminator Loss: 0.0052... Generator Loss: 9.6322 Epoch 1/2... Discriminator Loss: 0.0015... Generator Loss: 10.1432 Epoch 1/2... Discriminator Loss: 0.0022... Generator Loss: 7.4836 Epoch 1/2... Discriminator Loss: 0.0057... Generator Loss: 8.3491 Epoch 1/2... Discriminator Loss: 0.0030... Generator Loss: 8.2572 Epoch 1/2... Discriminator Loss: 0.0014... Generator Loss: 7.9786 Epoch 1/2... Discriminator Loss: 0.0010... Generator Loss: 7.4010 Epoch 1/2... Discriminator Loss: 0.0024... Generator Loss: 7.2113
Epoch 1/2... Discriminator Loss: 0.0037... Generator Loss: 5.8639 Epoch 1/2... Discriminator Loss: 0.0184... Generator Loss: 4.0817 Epoch 1/2... Discriminator Loss: 0.0229... Generator Loss: 3.9046 Epoch 1/2... Discriminator Loss: 0.2379... Generator Loss: 1.7728 Epoch 1/2... Discriminator Loss: 0.0053... Generator Loss: 16.8411 Epoch 1/2... Discriminator Loss: 0.0127... Generator Loss: 19.4109 Epoch 1/2... Discriminator Loss: 0.0585... Generator Loss: 20.6117 Epoch 1/2... Discriminator Loss: 0.0096... Generator Loss: 19.8878 Epoch 1/2... Discriminator Loss: 0.0082... Generator Loss: 16.3149 Epoch 1/2... Discriminator Loss: 0.0016... Generator Loss: 14.4869
Epoch 1/2... Discriminator Loss: 0.0376... Generator Loss: 3.7658 Epoch 1/2... Discriminator Loss: 0.0030... Generator Loss: 7.1196 Epoch 1/2... Discriminator Loss: 0.0125... Generator Loss: 6.2810 Epoch 1/2... Discriminator Loss: 0.0809... Generator Loss: 4.0837 Epoch 1/2... Discriminator Loss: 0.0057... Generator Loss: 8.7050 Epoch 1/2... Discriminator Loss: 0.0100... Generator Loss: 6.4476 Epoch 1/2... Discriminator Loss: 0.0775... Generator Loss: 3.6236 Epoch 1/2... Discriminator Loss: 0.1392... Generator Loss: 2.7352 Epoch 1/2... Discriminator Loss: 0.0397... Generator Loss: 6.9371 Epoch 1/2... Discriminator Loss: 0.0317... Generator Loss: 6.6888
Epoch 1/2... Discriminator Loss: 0.0212... Generator Loss: 4.7813 Epoch 1/2... Discriminator Loss: 0.0697... Generator Loss: 3.1361 Epoch 1/2... Discriminator Loss: 0.4888... Generator Loss: 1.4463 Epoch 1/2... Discriminator Loss: 0.8878... Generator Loss: 9.7094 Epoch 1/2... Discriminator Loss: 1.3090... Generator Loss: 2.2392 Epoch 1/2... Discriminator Loss: 0.2471... Generator Loss: 6.7072 Epoch 1/2... Discriminator Loss: 0.0983... Generator Loss: 6.1434 Epoch 1/2... Discriminator Loss: 0.2081... Generator Loss: 3.3803 Epoch 1/2... Discriminator Loss: 0.1741... Generator Loss: 4.3009 Epoch 1/2... Discriminator Loss: 0.1302... Generator Loss: 3.2757
Epoch 1/2... Discriminator Loss: 0.1484... Generator Loss: 2.8371 Epoch 1/2... Discriminator Loss: 0.0805... Generator Loss: 3.6153 Epoch 1/2... Discriminator Loss: 0.2409... Generator Loss: 1.9448 Epoch 1/2... Discriminator Loss: 0.1206... Generator Loss: 4.8216 Epoch 1/2... Discriminator Loss: 0.6826... Generator Loss: 1.1120 Epoch 1/2... Discriminator Loss: 4.2597... Generator Loss: 12.1292 Epoch 1/2... Discriminator Loss: 9.4655... Generator Loss: 0.0100 Epoch 1/2... Discriminator Loss: 0.7887... Generator Loss: 2.2081 Epoch 1/2... Discriminator Loss: 0.9430... Generator Loss: 7.3800 Epoch 1/2... Discriminator Loss: 1.0198... Generator Loss: 1.8857
Epoch 1/2... Discriminator Loss: 0.8438... Generator Loss: 2.4609 Epoch 1/2... Discriminator Loss: 0.7739... Generator Loss: 2.5938 Epoch 1/2... Discriminator Loss: 0.9897... Generator Loss: 1.1884 Epoch 1/2... Discriminator Loss: 0.3791... Generator Loss: 3.4138 Epoch 1/2... Discriminator Loss: 0.5220... Generator Loss: 1.9404 Epoch 1/2... Discriminator Loss: 0.5105... Generator Loss: 4.0789 Epoch 1/2... Discriminator Loss: 1.3947... Generator Loss: 1.1290 Epoch 1/2... Discriminator Loss: 1.8092... Generator Loss: 10.3559 Epoch 1/2... Discriminator Loss: 0.0136... Generator Loss: 6.9263 Epoch 1/2... Discriminator Loss: 0.4232... Generator Loss: 1.9272
Epoch 1/2... Discriminator Loss: 0.8438... Generator Loss: 0.8750 Epoch 1/2... Discriminator Loss: 0.3013... Generator Loss: 8.2337 Epoch 1/2... Discriminator Loss: 0.3922... Generator Loss: 6.5859 Epoch 1/2... Discriminator Loss: 1.6826... Generator Loss: 0.5977 Epoch 1/2... Discriminator Loss: 1.0822... Generator Loss: 3.3196 Epoch 1/2... Discriminator Loss: 1.0538... Generator Loss: 1.4452 Epoch 1/2... Discriminator Loss: 0.9492... Generator Loss: 1.0493 Epoch 1/2... Discriminator Loss: 0.4495... Generator Loss: 3.9401 Epoch 1/2... Discriminator Loss: 0.3600... Generator Loss: 2.0015 Epoch 1/2... Discriminator Loss: 0.5248... Generator Loss: 1.5322
Epoch 1/2... Discriminator Loss: 0.3311... Generator Loss: 3.1447 Epoch 1/2... Discriminator Loss: 0.6520... Generator Loss: 1.4881 Epoch 1/2... Discriminator Loss: 1.3307... Generator Loss: 0.6499 Epoch 1/2... Discriminator Loss: 1.2716... Generator Loss: 2.0140 Epoch 1/2... Discriminator Loss: 1.1751... Generator Loss: 0.6608 Epoch 1/2... Discriminator Loss: 0.6211... Generator Loss: 4.8032 Epoch 1/2... Discriminator Loss: 1.4956... Generator Loss: 0.4390 Epoch 1/2... Discriminator Loss: 0.8609... Generator Loss: 3.8225 Epoch 1/2... Discriminator Loss: 2.2156... Generator Loss: 0.2480 Epoch 1/2... Discriminator Loss: 1.5070... Generator Loss: 3.0305
Epoch 1/2... Discriminator Loss: 2.2640... Generator Loss: 0.2017 Epoch 1/2... Discriminator Loss: 1.6336... Generator Loss: 3.6643 Epoch 1/2... Discriminator Loss: 1.6573... Generator Loss: 0.4508 Epoch 1/2... Discriminator Loss: 0.6915... Generator Loss: 2.0972 Epoch 1/2... Discriminator Loss: 0.9541... Generator Loss: 1.6211 Epoch 1/2... Discriminator Loss: 0.9855... Generator Loss: 0.8578 Epoch 1/2... Discriminator Loss: 0.7826... Generator Loss: 1.8912 Epoch 1/2... Discriminator Loss: 0.9116... Generator Loss: 1.1837 Epoch 1/2... Discriminator Loss: 0.6672... Generator Loss: 1.3243 Epoch 1/2... Discriminator Loss: 0.8691... Generator Loss: 1.2798
Epoch 1/2... Discriminator Loss: 0.9345... Generator Loss: 1.1571 Epoch 1/2... Discriminator Loss: 0.9409... Generator Loss: 0.8917 Epoch 1/2... Discriminator Loss: 1.0573... Generator Loss: 0.9551 Epoch 1/2... Discriminator Loss: 0.9504... Generator Loss: 1.5201 Epoch 1/2... Discriminator Loss: 1.2662... Generator Loss: 0.5254 Epoch 1/2... Discriminator Loss: 1.4642... Generator Loss: 3.8150 Epoch 1/2... Discriminator Loss: 2.1330... Generator Loss: 0.1968 Epoch 1/2... Discriminator Loss: 0.9760... Generator Loss: 3.8657 Epoch 1/2... Discriminator Loss: 1.2079... Generator Loss: 0.6566 Epoch 1/2... Discriminator Loss: 0.6706... Generator Loss: 1.5555
Epoch 1/2... Discriminator Loss: 0.8340... Generator Loss: 1.1306 Epoch 1/2... Discriminator Loss: 0.9336... Generator Loss: 1.1991 Epoch 1/2... Discriminator Loss: 1.0985... Generator Loss: 1.0439 Epoch 1/2... Discriminator Loss: 1.2015... Generator Loss: 0.7269 Epoch 1/2... Discriminator Loss: 0.6464... Generator Loss: 2.0645 Epoch 1/2... Discriminator Loss: 1.3791... Generator Loss: 0.4677 Epoch 1/2... Discriminator Loss: 0.7773... Generator Loss: 2.8898 Epoch 1/2... Discriminator Loss: 1.1409... Generator Loss: 0.7699 Epoch 1/2... Discriminator Loss: 0.6697... Generator Loss: 1.7880 Epoch 1/2... Discriminator Loss: 0.8965... Generator Loss: 1.3997
Epoch 1/2... Discriminator Loss: 1.1365... Generator Loss: 0.6753 Epoch 1/2... Discriminator Loss: 1.9687... Generator Loss: 2.9080 Epoch 1/2... Discriminator Loss: 2.4999... Generator Loss: 0.1360 Epoch 1/2... Discriminator Loss: 1.2936... Generator Loss: 3.1011 Epoch 1/2... Discriminator Loss: 0.8082... Generator Loss: 1.0863 Epoch 1/2... Discriminator Loss: 1.1432... Generator Loss: 0.6698 Epoch 1/2... Discriminator Loss: 1.0207... Generator Loss: 2.4316 Epoch 1/2... Discriminator Loss: 1.1136... Generator Loss: 0.7257 Epoch 1/2... Discriminator Loss: 0.8373... Generator Loss: 1.3585 Epoch 1/2... Discriminator Loss: 0.7626... Generator Loss: 1.0620
Epoch 1/2... Discriminator Loss: 0.8138... Generator Loss: 1.2086 Epoch 1/2... Discriminator Loss: 1.1797... Generator Loss: 0.5687 Epoch 1/2... Discriminator Loss: 1.2202... Generator Loss: 1.7303 Epoch 1/2... Discriminator Loss: 1.6134... Generator Loss: 0.3242 Epoch 1/2... Discriminator Loss: 1.2644... Generator Loss: 2.4485 Epoch 1/2... Discriminator Loss: 1.2888... Generator Loss: 0.5319 Epoch 1/2... Discriminator Loss: 1.0882... Generator Loss: 2.0004 Epoch 1/2... Discriminator Loss: 1.5058... Generator Loss: 0.3594 Epoch 1/2... Discriminator Loss: 1.1556... Generator Loss: 1.8398 Epoch 1/2... Discriminator Loss: 1.2084... Generator Loss: 0.6068
Epoch 1/2... Discriminator Loss: 1.0386... Generator Loss: 1.6739 Epoch 1/2... Discriminator Loss: 1.4580... Generator Loss: 0.3974 Epoch 1/2... Discriminator Loss: 1.1237... Generator Loss: 2.6955 Epoch 1/2... Discriminator Loss: 1.1609... Generator Loss: 0.5404 Epoch 1/2... Discriminator Loss: 0.8943... Generator Loss: 1.8943 Epoch 1/2... Discriminator Loss: 1.1303... Generator Loss: 0.6301 Epoch 1/2... Discriminator Loss: 0.8960... Generator Loss: 1.6723 Epoch 1/2... Discriminator Loss: 1.6668... Generator Loss: 0.3079 Epoch 1/2... Discriminator Loss: 1.2463... Generator Loss: 2.5674 Epoch 1/2... Discriminator Loss: 1.2599... Generator Loss: 0.5460
Epoch 1/2... Discriminator Loss: 1.0472... Generator Loss: 1.2205 Epoch 1/2... Discriminator Loss: 0.8365... Generator Loss: 1.2512 Epoch 1/2... Discriminator Loss: 0.7044... Generator Loss: 1.2113 Epoch 1/2... Discriminator Loss: 0.6852... Generator Loss: 1.3644 Epoch 1/2... Discriminator Loss: 0.7545... Generator Loss: 1.1150 Epoch 1/2... Discriminator Loss: 0.8759... Generator Loss: 1.0071 Epoch 1/2... Discriminator Loss: 1.0426... Generator Loss: 0.7959 Epoch 1/2... Discriminator Loss: 0.9504... Generator Loss: 1.8723 Epoch 1/2... Discriminator Loss: 2.0155... Generator Loss: 0.1967 Epoch 1/2... Discriminator Loss: 1.8481... Generator Loss: 3.7311
Epoch 1/2... Discriminator Loss: 1.9140... Generator Loss: 0.2758 Epoch 1/2... Discriminator Loss: 0.8803... Generator Loss: 1.7931 Epoch 1/2... Discriminator Loss: 0.9289... Generator Loss: 1.8315 Epoch 1/2... Discriminator Loss: 0.8942... Generator Loss: 0.8459 Epoch 1/2... Discriminator Loss: 0.9081... Generator Loss: 1.0929 Epoch 1/2... Discriminator Loss: 1.0209... Generator Loss: 1.0859 Epoch 1/2... Discriminator Loss: 1.0662... Generator Loss: 1.2226 Epoch 1/2... Discriminator Loss: 1.3573... Generator Loss: 0.5944 Epoch 1/2... Discriminator Loss: 1.1338... Generator Loss: 1.3148 Epoch 1/2... Discriminator Loss: 1.0956... Generator Loss: 0.7982
Epoch 1/2... Discriminator Loss: 0.9999... Generator Loss: 0.8981 Epoch 1/2... Discriminator Loss: 0.9196... Generator Loss: 1.8290 Epoch 1/2... Discriminator Loss: 1.0930... Generator Loss: 0.6636 Epoch 1/2... Discriminator Loss: 0.8784... Generator Loss: 1.4752 Epoch 1/2... Discriminator Loss: 0.7578... Generator Loss: 1.0970 Epoch 1/2... Discriminator Loss: 1.0281... Generator Loss: 0.7339 Epoch 1/2... Discriminator Loss: 1.0678... Generator Loss: 1.4481 Epoch 1/2... Discriminator Loss: 1.5114... Generator Loss: 0.3798 Epoch 1/2... Discriminator Loss: 1.5631... Generator Loss: 1.7080 Epoch 1/2... Discriminator Loss: 2.1192... Generator Loss: 0.1961
Epoch 1/2... Discriminator Loss: 1.3469... Generator Loss: 2.2937 Epoch 1/2... Discriminator Loss: 1.2718... Generator Loss: 0.5030 Epoch 1/2... Discriminator Loss: 0.7611... Generator Loss: 1.5752 Epoch 1/2... Discriminator Loss: 0.8251... Generator Loss: 1.0322 Epoch 1/2... Discriminator Loss: 0.9478... Generator Loss: 0.8758 Epoch 1/2... Discriminator Loss: 0.9860... Generator Loss: 1.0085 Epoch 1/2... Discriminator Loss: 1.2422... Generator Loss: 0.6505 Epoch 1/2... Discriminator Loss: 1.3344... Generator Loss: 0.6934 Epoch 1/2... Discriminator Loss: 1.0305... Generator Loss: 1.2462 Epoch 1/2... Discriminator Loss: 1.1835... Generator Loss: 0.7007
Epoch 1/2... Discriminator Loss: 1.2435... Generator Loss: 0.8725 Epoch 1/2... Discriminator Loss: 1.2567... Generator Loss: 0.8969 Epoch 1/2... Discriminator Loss: 1.3132... Generator Loss: 0.5627 Epoch 1/2... Discriminator Loss: 1.3082... Generator Loss: 1.6700 Epoch 1/2... Discriminator Loss: 0.9220... Generator Loss: 0.7973 Epoch 1/2... Discriminator Loss: 0.4622... Generator Loss: 2.7612 Epoch 1/2... Discriminator Loss: 1.1694... Generator Loss: 0.6029 Epoch 1/2... Discriminator Loss: 0.5900... Generator Loss: 2.3237 Epoch 1/2... Discriminator Loss: 0.6054... Generator Loss: 1.4007 Epoch 1/2... Discriminator Loss: 0.7386... Generator Loss: 1.1778
Epoch 1/2... Discriminator Loss: 0.9868... Generator Loss: 1.0295 Epoch 1/2... Discriminator Loss: 1.1160... Generator Loss: 0.8562 Epoch 1/2... Discriminator Loss: 1.0836... Generator Loss: 2.2474 Epoch 1/2... Discriminator Loss: 1.4142... Generator Loss: 0.4156 Epoch 1/2... Discriminator Loss: 0.9470... Generator Loss: 1.5823 Epoch 1/2... Discriminator Loss: 1.3409... Generator Loss: 0.6089 Epoch 1/2... Discriminator Loss: 1.0268... Generator Loss: 1.5026 Epoch 1/2... Discriminator Loss: 1.1353... Generator Loss: 0.6749 Epoch 1/2... Discriminator Loss: 1.0637... Generator Loss: 1.1585 Epoch 1/2... Discriminator Loss: 1.1621... Generator Loss: 0.6951
Epoch 1/2... Discriminator Loss: 0.9493... Generator Loss: 1.0368 Epoch 1/2... Discriminator Loss: 1.0269... Generator Loss: 1.0111 Epoch 1/2... Discriminator Loss: 1.5029... Generator Loss: 0.3560 Epoch 1/2... Discriminator Loss: 1.2524... Generator Loss: 1.9806 Epoch 1/2... Discriminator Loss: 1.9101... Generator Loss: 0.2443 Epoch 1/2... Discriminator Loss: 1.3158... Generator Loss: 1.3438 Epoch 1/2... Discriminator Loss: 1.2552... Generator Loss: 0.7007 Epoch 1/2... Discriminator Loss: 1.2073... Generator Loss: 1.0946 Epoch 1/2... Discriminator Loss: 1.2556... Generator Loss: 0.5659 Epoch 1/2... Discriminator Loss: 0.9647... Generator Loss: 2.2517
Epoch 1/2... Discriminator Loss: 1.4882... Generator Loss: 0.4883 Epoch 1/2... Discriminator Loss: 1.1061... Generator Loss: 1.2811 Epoch 1/2... Discriminator Loss: 1.1802... Generator Loss: 0.8317 Epoch 1/2... Discriminator Loss: 1.0872... Generator Loss: 0.9024 Epoch 1/2... Discriminator Loss: 0.7792... Generator Loss: 1.4499 Epoch 1/2... Discriminator Loss: 1.4549... Generator Loss: 0.4691 Epoch 1/2... Discriminator Loss: 0.9650... Generator Loss: 2.2806 Epoch 1/2... Discriminator Loss: 0.9667... Generator Loss: 0.8013 Epoch 1/2... Discriminator Loss: 1.1387... Generator Loss: 0.6156 Epoch 1/2... Discriminator Loss: 1.1057... Generator Loss: 1.6756
Epoch 1/2... Discriminator Loss: 0.6413... Generator Loss: 1.4536 Epoch 1/2... Discriminator Loss: 1.1342... Generator Loss: 0.5668 Epoch 1/2... Discriminator Loss: 0.8071... Generator Loss: 1.3113 Epoch 1/2... Discriminator Loss: 0.8707... Generator Loss: 1.3562 Epoch 1/2... Discriminator Loss: 1.5299... Generator Loss: 0.3523 Epoch 1/2... Discriminator Loss: 1.2888... Generator Loss: 2.9280 Epoch 1/2... Discriminator Loss: 1.5043... Generator Loss: 0.3823 Epoch 1/2... Discriminator Loss: 0.8994... Generator Loss: 2.1780 Epoch 1/2... Discriminator Loss: 0.9804... Generator Loss: 0.8670 Epoch 1/2... Discriminator Loss: 1.0600... Generator Loss: 0.8530
Epoch 1/2... Discriminator Loss: 0.9270... Generator Loss: 1.1049 Epoch 1/2... Discriminator Loss: 1.0089... Generator Loss: 0.8184 Epoch 1/2... Discriminator Loss: 1.0626... Generator Loss: 0.9515 Epoch 1/2... Discriminator Loss: 1.1857... Generator Loss: 0.5865 Epoch 1/2... Discriminator Loss: 1.1059... Generator Loss: 1.3780 Epoch 1/2... Discriminator Loss: 1.1565... Generator Loss: 0.7012 Epoch 1/2... Discriminator Loss: 0.9610... Generator Loss: 0.8727 Epoch 1/2... Discriminator Loss: 1.0077... Generator Loss: 0.9510 Epoch 1/2... Discriminator Loss: 1.0128... Generator Loss: 1.0691 Epoch 1/2... Discriminator Loss: 1.1741... Generator Loss: 0.5570
Epoch 1/2... Discriminator Loss: 1.0656... Generator Loss: 1.3069 Epoch 1/2... Discriminator Loss: 1.0524... Generator Loss: 0.8391 Epoch 1/2... Discriminator Loss: 1.1220... Generator Loss: 0.9426 Epoch 1/2... Discriminator Loss: 1.3173... Generator Loss: 0.5253 Epoch 1/2... Discriminator Loss: 1.2558... Generator Loss: 0.7179 Epoch 1/2... Discriminator Loss: 1.1613... Generator Loss: 1.0360 Epoch 1/2... Discriminator Loss: 1.1474... Generator Loss: 0.5758 Epoch 1/2... Discriminator Loss: 1.1035... Generator Loss: 1.0194 Epoch 1/2... Discriminator Loss: 1.1984... Generator Loss: 0.5719 Epoch 1/2... Discriminator Loss: 0.9909... Generator Loss: 1.3445
Epoch 1/2... Discriminator Loss: 1.2699... Generator Loss: 0.6044 Epoch 1/2... Discriminator Loss: 1.2108... Generator Loss: 1.1049 Epoch 1/2... Discriminator Loss: 1.2782... Generator Loss: 0.5459 Epoch 1/2... Discriminator Loss: 1.0409... Generator Loss: 1.3047 Epoch 1/2... Discriminator Loss: 1.2225... Generator Loss: 0.5304 Epoch 1/2... Discriminator Loss: 1.0745... Generator Loss: 1.5708 Epoch 1/2... Discriminator Loss: 1.3616... Generator Loss: 0.4084 Epoch 1/2... Discriminator Loss: 1.0274... Generator Loss: 1.5555 Epoch 1/2... Discriminator Loss: 1.2672... Generator Loss: 0.5120 Epoch 1/2... Discriminator Loss: 1.0454... Generator Loss: 1.6035
Epoch 1/2... Discriminator Loss: 1.1986... Generator Loss: 0.5375 Epoch 1/2... Discriminator Loss: 1.1280... Generator Loss: 1.1754 Epoch 1/2... Discriminator Loss: 1.3164... Generator Loss: 0.4996 Epoch 1/2... Discriminator Loss: 1.0565... Generator Loss: 1.1515 Epoch 1/2... Discriminator Loss: 1.0666... Generator Loss: 0.7512 Epoch 1/2... Discriminator Loss: 1.0878... Generator Loss: 0.9135 Epoch 1/2... Discriminator Loss: 1.1700... Generator Loss: 0.6991 Epoch 1/2... Discriminator Loss: 1.0456... Generator Loss: 0.8847 Epoch 1/2... Discriminator Loss: 1.0013... Generator Loss: 0.7801 Epoch 1/2... Discriminator Loss: 1.0796... Generator Loss: 1.0315
Epoch 1/2... Discriminator Loss: 1.1928... Generator Loss: 0.6442 Epoch 1/2... Discriminator Loss: 0.9379... Generator Loss: 1.3330 Epoch 1/2... Discriminator Loss: 1.4240... Generator Loss: 0.3792 Epoch 1/2... Discriminator Loss: 1.6660... Generator Loss: 2.2221 Epoch 1/2... Discriminator Loss: 1.6154... Generator Loss: 0.3294 Epoch 1/2... Discriminator Loss: 0.9082... Generator Loss: 1.9254 Epoch 1/2... Discriminator Loss: 1.0326... Generator Loss: 0.6296 Epoch 1/2... Discriminator Loss: 0.8270... Generator Loss: 1.1379 Epoch 1/2... Discriminator Loss: 0.8184... Generator Loss: 1.2128 Epoch 1/2... Discriminator Loss: 1.1658... Generator Loss: 0.5674
Epoch 1/2... Discriminator Loss: 1.1475... Generator Loss: 1.3748 Epoch 1/2... Discriminator Loss: 1.2600... Generator Loss: 0.5331 Epoch 1/2... Discriminator Loss: 1.2765... Generator Loss: 1.0928 Epoch 1/2... Discriminator Loss: 0.9602... Generator Loss: 0.8049 Epoch 1/2... Discriminator Loss: 1.0714... Generator Loss: 0.7920 Epoch 1/2... Discriminator Loss: 1.1046... Generator Loss: 1.0652 Epoch 1/2... Discriminator Loss: 1.2366... Generator Loss: 0.5815 Epoch 1/2... Discriminator Loss: 1.0178... Generator Loss: 0.8909 Epoch 1/2... Discriminator Loss: 1.0466... Generator Loss: 0.8861 Epoch 1/2... Discriminator Loss: 1.2133... Generator Loss: 0.5478
Epoch 1/2... Discriminator Loss: 1.3515... Generator Loss: 1.5186 Epoch 1/2... Discriminator Loss: 1.4891... Generator Loss: 0.3661 Epoch 1/2... Discriminator Loss: 1.4081... Generator Loss: 1.6658 Epoch 1/2... Discriminator Loss: 1.1455... Generator Loss: 0.6793 Epoch 1/2... Discriminator Loss: 1.0702... Generator Loss: 0.7594 Epoch 1/2... Discriminator Loss: 1.1166... Generator Loss: 1.1344 Epoch 1/2... Discriminator Loss: 1.4322... Generator Loss: 0.4146 Epoch 1/2... Discriminator Loss: 1.1813... Generator Loss: 1.3395 Epoch 1/2... Discriminator Loss: 1.2483... Generator Loss: 0.4818 Epoch 1/2... Discriminator Loss: 1.1579... Generator Loss: 1.1477
Epoch 1/2... Discriminator Loss: 1.1422... Generator Loss: 0.7178 Epoch 1/2... Discriminator Loss: 1.0859... Generator Loss: 0.7636 Epoch 1/2... Discriminator Loss: 1.1810... Generator Loss: 1.2341 Epoch 1/2... Discriminator Loss: 1.3113... Generator Loss: 0.4450 Epoch 1/2... Discriminator Loss: 1.1446... Generator Loss: 1.1472 Epoch 1/2... Discriminator Loss: 1.1916... Generator Loss: 0.6699 Epoch 1/2... Discriminator Loss: 1.2394... Generator Loss: 0.7005 Epoch 1/2... Discriminator Loss: 1.1130... Generator Loss: 0.9828 Epoch 1/2... Discriminator Loss: 1.2161... Generator Loss: 0.5917 Epoch 1/2... Discriminator Loss: 1.0409... Generator Loss: 1.0733
Epoch 1/2... Discriminator Loss: 1.2873... Generator Loss: 0.4936 Epoch 1/2... Discriminator Loss: 1.2265... Generator Loss: 1.4047 Epoch 1/2... Discriminator Loss: 1.2667... Generator Loss: 0.5393 Epoch 1/2... Discriminator Loss: 1.2369... Generator Loss: 1.0067 Epoch 1/2... Discriminator Loss: 1.4658... Generator Loss: 0.4023 Epoch 1/2... Discriminator Loss: 1.4573... Generator Loss: 1.8977 Epoch 1/2... Discriminator Loss: 1.5466... Generator Loss: 0.3852 Epoch 1/2... Discriminator Loss: 1.2182... Generator Loss: 0.9724 Epoch 1/2... Discriminator Loss: 1.0512... Generator Loss: 1.0970 Epoch 1/2... Discriminator Loss: 1.3967... Generator Loss: 0.4179
Epoch 1/2... Discriminator Loss: 1.3581... Generator Loss: 1.1978 Epoch 1/2... Discriminator Loss: 1.1012... Generator Loss: 0.6797 Epoch 1/2... Discriminator Loss: 1.0485... Generator Loss: 0.8926 Epoch 1/2... Discriminator Loss: 1.2129... Generator Loss: 0.7120 Epoch 1/2... Discriminator Loss: 1.0756... Generator Loss: 0.8406 Epoch 1/2... Discriminator Loss: 1.1273... Generator Loss: 0.8417 Epoch 1/2... Discriminator Loss: 1.1288... Generator Loss: 0.6173 Epoch 1/2... Discriminator Loss: 1.0952... Generator Loss: 1.0318 Epoch 1/2... Discriminator Loss: 1.0919... Generator Loss: 0.7467 Epoch 1/2... Discriminator Loss: 1.2316... Generator Loss: 0.8586
Epoch 1/2... Discriminator Loss: 1.2017... Generator Loss: 0.6015 Epoch 1/2... Discriminator Loss: 1.1542... Generator Loss: 0.9810 Epoch 1/2... Discriminator Loss: 1.2621... Generator Loss: 0.5599 Epoch 1/2... Discriminator Loss: 1.2119... Generator Loss: 1.3163 Epoch 1/2... Discriminator Loss: 1.6195... Generator Loss: 0.3123 Epoch 1/2... Discriminator Loss: 1.3300... Generator Loss: 1.4883 Epoch 1/2... Discriminator Loss: 1.2364... Generator Loss: 0.5061 Epoch 1/2... Discriminator Loss: 1.1618... Generator Loss: 1.3459 Epoch 1/2... Discriminator Loss: 1.1573... Generator Loss: 0.5939 Epoch 1/2... Discriminator Loss: 0.9853... Generator Loss: 0.8665
Epoch 1/2... Discriminator Loss: 1.0862... Generator Loss: 0.9186 Epoch 1/2... Discriminator Loss: 1.1041... Generator Loss: 0.8435 Epoch 1/2... Discriminator Loss: 1.3152... Generator Loss: 0.5562 Epoch 1/2... Discriminator Loss: 1.0882... Generator Loss: 1.1995 Epoch 1/2... Discriminator Loss: 1.2389... Generator Loss: 0.6575 Epoch 1/2... Discriminator Loss: 1.0505... Generator Loss: 0.9296 Epoch 1/2... Discriminator Loss: 1.0444... Generator Loss: 0.8510 Epoch 1/2... Discriminator Loss: 1.0322... Generator Loss: 0.7965 Epoch 1/2... Discriminator Loss: 1.0975... Generator Loss: 0.7871 Epoch 1/2... Discriminator Loss: 1.0809... Generator Loss: 0.7592
Epoch 1/2... Discriminator Loss: 1.0678... Generator Loss: 0.8669 Epoch 1/2... Discriminator Loss: 1.0322... Generator Loss: 1.0052 Epoch 1/2... Discriminator Loss: 1.2408... Generator Loss: 0.5186 Epoch 1/2... Discriminator Loss: 1.0946... Generator Loss: 1.3068 Epoch 1/2... Discriminator Loss: 1.4459... Generator Loss: 0.3935 Epoch 1/2... Discriminator Loss: 1.1635... Generator Loss: 1.3365 Epoch 1/2... Discriminator Loss: 1.1404... Generator Loss: 0.5679 Epoch 1/2... Discriminator Loss: 1.0735... Generator Loss: 1.1963 Epoch 1/2... Discriminator Loss: 1.1508... Generator Loss: 0.6252 Epoch 1/2... Discriminator Loss: 1.1351... Generator Loss: 1.0905
Epoch 1/2... Discriminator Loss: 1.2083... Generator Loss: 0.5413 Epoch 1/2... Discriminator Loss: 1.0202... Generator Loss: 1.5552 Epoch 1/2... Discriminator Loss: 1.4092... Generator Loss: 0.3887 Epoch 1/2... Discriminator Loss: 1.2705... Generator Loss: 1.5442 Epoch 1/2... Discriminator Loss: 1.1815... Generator Loss: 0.8158 Epoch 1/2... Discriminator Loss: 1.4798... Generator Loss: 0.3537 Epoch 1/2... Discriminator Loss: 1.3162... Generator Loss: 1.5741 Epoch 1/2... Discriminator Loss: 1.2298... Generator Loss: 0.5265 Epoch 1/2... Discriminator Loss: 1.0616... Generator Loss: 0.9134 Epoch 1/2... Discriminator Loss: 1.1166... Generator Loss: 1.0708
Epoch 1/2... Discriminator Loss: 1.2232... Generator Loss: 0.5328 Epoch 1/2... Discriminator Loss: 1.1820... Generator Loss: 0.8552 Epoch 1/2... Discriminator Loss: 1.0737... Generator Loss: 0.7659 Epoch 1/2... Discriminator Loss: 0.9691... Generator Loss: 1.1907 Epoch 1/2... Discriminator Loss: 1.2366... Generator Loss: 0.5593 Epoch 1/2... Discriminator Loss: 1.2194... Generator Loss: 1.3712 Epoch 1/2... Discriminator Loss: 1.4188... Generator Loss: 0.4101 Epoch 1/2... Discriminator Loss: 1.1716... Generator Loss: 1.1923 Epoch 1/2... Discriminator Loss: 1.1503... Generator Loss: 0.7105 Epoch 1/2... Discriminator Loss: 1.0655... Generator Loss: 0.9335
Epoch 1/2... Discriminator Loss: 1.0869... Generator Loss: 0.8314 Epoch 1/2... Discriminator Loss: 1.1837... Generator Loss: 0.7084 Epoch 1/2... Discriminator Loss: 1.1699... Generator Loss: 0.8342 Epoch 1/2... Discriminator Loss: 1.1227... Generator Loss: 0.6368 Epoch 1/2... Discriminator Loss: 1.1717... Generator Loss: 1.0508 Epoch 1/2... Discriminator Loss: 1.0971... Generator Loss: 0.6278 Epoch 1/2... Discriminator Loss: 1.1226... Generator Loss: 1.0596 Epoch 1/2... Discriminator Loss: 1.2786... Generator Loss: 0.5095 Epoch 1/2... Discriminator Loss: 1.1243... Generator Loss: 1.3318 Epoch 1/2... Discriminator Loss: 1.3425... Generator Loss: 0.4254
Epoch 1/2... Discriminator Loss: 1.1613... Generator Loss: 1.8085 Epoch 1/2... Discriminator Loss: 1.3158... Generator Loss: 0.4267 Epoch 1/2... Discriminator Loss: 0.9775... Generator Loss: 1.0843 Epoch 1/2... Discriminator Loss: 1.0880... Generator Loss: 0.7643 Epoch 1/2... Discriminator Loss: 1.0522... Generator Loss: 1.0155 Epoch 1/2... Discriminator Loss: 1.0548... Generator Loss: 0.8838 Epoch 1/2... Discriminator Loss: 1.1434... Generator Loss: 0.5900 Epoch 1/2... Discriminator Loss: 0.9944... Generator Loss: 1.0977 Epoch 1/2... Discriminator Loss: 1.0859... Generator Loss: 0.6172 Epoch 1/2... Discriminator Loss: 1.0460... Generator Loss: 1.3913
Epoch 1/2... Discriminator Loss: 1.3489... Generator Loss: 0.4565 Epoch 1/2... Discriminator Loss: 1.1477... Generator Loss: 1.3962 Epoch 1/2... Discriminator Loss: 1.1055... Generator Loss: 0.6384 Epoch 1/2... Discriminator Loss: 0.9645... Generator Loss: 1.0052 Epoch 1/2... Discriminator Loss: 1.1645... Generator Loss: 0.6108 Epoch 1/2... Discriminator Loss: 1.1481... Generator Loss: 1.1635 Epoch 1/2... Discriminator Loss: 1.0571... Generator Loss: 0.6940 Epoch 1/2... Discriminator Loss: 0.9841... Generator Loss: 1.1173 Epoch 1/2... Discriminator Loss: 1.1605... Generator Loss: 0.5676 Epoch 1/2... Discriminator Loss: 1.0131... Generator Loss: 1.3477
Epoch 1/2... Discriminator Loss: 1.2545... Generator Loss: 0.4986 Epoch 1/2... Discriminator Loss: 1.0479... Generator Loss: 1.2820 Epoch 1/2... Discriminator Loss: 1.3225... Generator Loss: 0.4504 Epoch 1/2... Discriminator Loss: 1.0922... Generator Loss: 1.3028 Epoch 1/2... Discriminator Loss: 1.2554... Generator Loss: 0.4464 Epoch 1/2... Discriminator Loss: 1.1719... Generator Loss: 1.1713 Epoch 1/2... Discriminator Loss: 1.0214... Generator Loss: 0.7877 Epoch 1/2... Discriminator Loss: 1.1626... Generator Loss: 0.6704 Epoch 1/2... Discriminator Loss: 1.1849... Generator Loss: 0.9838 Epoch 1/2... Discriminator Loss: 1.1195... Generator Loss: 0.5818
Epoch 1/2... Discriminator Loss: 1.1816... Generator Loss: 1.7242 Epoch 1/2... Discriminator Loss: 1.6819... Generator Loss: 0.2683 Epoch 1/2... Discriminator Loss: 1.1233... Generator Loss: 1.7073 Epoch 1/2... Discriminator Loss: 1.0776... Generator Loss: 0.6380 Epoch 1/2... Discriminator Loss: 1.0089... Generator Loss: 0.8049 Epoch 1/2... Discriminator Loss: 1.0036... Generator Loss: 1.0066 Epoch 1/2... Discriminator Loss: 1.1470... Generator Loss: 0.6042 Epoch 1/2... Discriminator Loss: 1.0576... Generator Loss: 1.4500 Epoch 1/2... Discriminator Loss: 0.9482... Generator Loss: 0.7186 Epoch 1/2... Discriminator Loss: 0.9497... Generator Loss: 0.9289
Epoch 1/2... Discriminator Loss: 1.1832... Generator Loss: 0.7197 Epoch 1/2... Discriminator Loss: 1.0504... Generator Loss: 1.1105 Epoch 1/2... Discriminator Loss: 1.1405... Generator Loss: 0.6061 Epoch 1/2... Discriminator Loss: 0.8969... Generator Loss: 1.4370 Epoch 1/2... Discriminator Loss: 1.1482... Generator Loss: 0.5188 Epoch 1/2... Discriminator Loss: 1.0933... Generator Loss: 1.3186 Epoch 1/2... Discriminator Loss: 1.1833... Generator Loss: 0.5222 Epoch 1/2... Discriminator Loss: 0.9860... Generator Loss: 1.2595 Epoch 1/2... Discriminator Loss: 1.2075... Generator Loss: 0.4912 Epoch 1/2... Discriminator Loss: 1.0636... Generator Loss: 1.5609
Epoch 1/2... Discriminator Loss: 1.2145... Generator Loss: 0.5281 Epoch 1/2... Discriminator Loss: 1.0937... Generator Loss: 0.7887 Epoch 1/2... Discriminator Loss: 1.0204... Generator Loss: 1.5042 Epoch 1/2... Discriminator Loss: 1.4166... Generator Loss: 0.3892 Epoch 1/2... Discriminator Loss: 0.9161... Generator Loss: 1.4709 Epoch 1/2... Discriminator Loss: 0.8881... Generator Loss: 0.9439 Epoch 1/2... Discriminator Loss: 1.1123... Generator Loss: 0.6780 Epoch 1/2... Discriminator Loss: 0.9708... Generator Loss: 1.1402 Epoch 1/2... Discriminator Loss: 1.1717... Generator Loss: 0.6770 Epoch 1/2... Discriminator Loss: 1.0273... Generator Loss: 0.8792
Epoch 1/2... Discriminator Loss: 0.8468... Generator Loss: 1.1227 Epoch 1/2... Discriminator Loss: 1.0840... Generator Loss: 0.7202 Epoch 1/2... Discriminator Loss: 1.1342... Generator Loss: 0.6674 Epoch 1/2... Discriminator Loss: 1.1034... Generator Loss: 1.2903 Epoch 1/2... Discriminator Loss: 1.2018... Generator Loss: 0.5334 Epoch 1/2... Discriminator Loss: 1.0852... Generator Loss: 1.2465 Epoch 1/2... Discriminator Loss: 1.1406... Generator Loss: 0.5709 Epoch 1/2... Discriminator Loss: 0.8760... Generator Loss: 1.1955 Epoch 1/2... Discriminator Loss: 1.0464... Generator Loss: 0.8540 Epoch 1/2... Discriminator Loss: 0.9389... Generator Loss: 0.9109
Epoch 1/2... Discriminator Loss: 0.9863... Generator Loss: 0.8099 Epoch 1/2... Discriminator Loss: 1.1269... Generator Loss: 0.6885 Epoch 1/2... Discriminator Loss: 0.9942... Generator Loss: 1.0481 Epoch 1/2... Discriminator Loss: 1.2419... Generator Loss: 0.4958 Epoch 1/2... Discriminator Loss: 1.2093... Generator Loss: 1.7250 Epoch 1/2... Discriminator Loss: 1.5234... Generator Loss: 0.3422 Epoch 1/2... Discriminator Loss: 0.9626... Generator Loss: 1.8506 Epoch 1/2... Discriminator Loss: 1.3073... Generator Loss: 0.4729 Epoch 1/2... Discriminator Loss: 0.8732... Generator Loss: 1.3651 Epoch 1/2... Discriminator Loss: 0.8562... Generator Loss: 0.9705
Epoch 1/2... Discriminator Loss: 0.9059... Generator Loss: 0.8914 Epoch 1/2... Discriminator Loss: 0.9096... Generator Loss: 0.9337 Epoch 1/2... Discriminator Loss: 0.9994... Generator Loss: 0.9031 Epoch 1/2... Discriminator Loss: 1.1741... Generator Loss: 0.5680 Epoch 1/2... Discriminator Loss: 1.1470... Generator Loss: 1.4190 Epoch 1/2... Discriminator Loss: 1.4762... Generator Loss: 0.3477 Epoch 1/2... Discriminator Loss: 1.1793... Generator Loss: 1.7546 Epoch 1/2... Discriminator Loss: 0.9631... Generator Loss: 0.8213 Epoch 1/2... Discriminator Loss: 1.2888... Generator Loss: 0.4519 Epoch 1/2... Discriminator Loss: 1.2233... Generator Loss: 1.4838
Epoch 1/2... Discriminator Loss: 1.1557... Generator Loss: 0.5095 Epoch 1/2... Discriminator Loss: 0.9883... Generator Loss: 1.5402 Epoch 1/2... Discriminator Loss: 1.2278... Generator Loss: 0.4819 Epoch 1/2... Discriminator Loss: 1.1121... Generator Loss: 1.2365 Epoch 1/2... Discriminator Loss: 1.2237... Generator Loss: 0.5154 Epoch 1/2... Discriminator Loss: 1.0997... Generator Loss: 1.2692 Epoch 1/2... Discriminator Loss: 1.2042... Generator Loss: 0.4963 Epoch 1/2... Discriminator Loss: 0.9368... Generator Loss: 1.3118 Epoch 1/2... Discriminator Loss: 1.1493... Generator Loss: 0.6044 Epoch 1/2... Discriminator Loss: 1.0998... Generator Loss: 0.9295
Epoch 1/2... Discriminator Loss: 1.2367... Generator Loss: 0.5401 Epoch 1/2... Discriminator Loss: 1.0656... Generator Loss: 1.2981 Epoch 1/2... Discriminator Loss: 1.4469... Generator Loss: 0.3977 Epoch 1/2... Discriminator Loss: 1.0740... Generator Loss: 1.4933 Epoch 1/2... Discriminator Loss: 1.0834... Generator Loss: 0.6021 Epoch 1/2... Discriminator Loss: 0.9843... Generator Loss: 0.9456 Epoch 1/2... Discriminator Loss: 1.0175... Generator Loss: 0.7597 Epoch 1/2... Discriminator Loss: 1.0707... Generator Loss: 0.7900 Epoch 1/2... Discriminator Loss: 0.9785... Generator Loss: 0.9198 Epoch 1/2... Discriminator Loss: 1.0954... Generator Loss: 0.6473
Epoch 1/2... Discriminator Loss: 1.0410... Generator Loss: 0.8652 Epoch 1/2... Discriminator Loss: 0.9593... Generator Loss: 1.1313 Epoch 1/2... Discriminator Loss: 1.1290... Generator Loss: 0.5901 Epoch 1/2... Discriminator Loss: 1.1537... Generator Loss: 1.1807 Epoch 1/2... Discriminator Loss: 1.3711... Generator Loss: 0.4143 Epoch 1/2... Discriminator Loss: 0.9501... Generator Loss: 1.1667 Epoch 1/2... Discriminator Loss: 1.0531... Generator Loss: 0.7318 Epoch 1/2... Discriminator Loss: 1.0778... Generator Loss: 0.7148 Epoch 1/2... Discriminator Loss: 1.0450... Generator Loss: 1.1064 Epoch 1/2... Discriminator Loss: 1.1181... Generator Loss: 0.5884
Epoch 1/2... Discriminator Loss: 1.0235... Generator Loss: 0.9757 Epoch 1/2... Discriminator Loss: 0.9193... Generator Loss: 1.1919 Epoch 1/2... Discriminator Loss: 1.1351... Generator Loss: 0.5459 Epoch 1/2... Discriminator Loss: 0.8875... Generator Loss: 1.7105 Epoch 1/2... Discriminator Loss: 1.3250... Generator Loss: 0.4046 Epoch 1/2... Discriminator Loss: 1.2134... Generator Loss: 1.9916 Epoch 1/2... Discriminator Loss: 1.0331... Generator Loss: 0.6832 Epoch 1/2... Discriminator Loss: 0.8388... Generator Loss: 0.8712 Epoch 1/2... Discriminator Loss: 1.0561... Generator Loss: 1.3494 Epoch 1/2... Discriminator Loss: 1.0648... Generator Loss: 0.6615
Epoch 1/2... Discriminator Loss: 0.8168... Generator Loss: 1.1369 Epoch 1/2... Discriminator Loss: 0.8846... Generator Loss: 1.2178 Epoch 1/2... Discriminator Loss: 1.4295... Generator Loss: 0.4061 Epoch 1/2... Discriminator Loss: 1.0196... Generator Loss: 2.0715 Epoch 1/2... Discriminator Loss: 1.3573... Generator Loss: 0.4052 Epoch 1/2... Discriminator Loss: 0.9493... Generator Loss: 1.8828 Epoch 1/2... Discriminator Loss: 1.2020... Generator Loss: 0.5183 Epoch 1/2... Discriminator Loss: 0.7624... Generator Loss: 1.3555 Epoch 1/2... Discriminator Loss: 1.1090... Generator Loss: 0.5843 Epoch 1/2... Discriminator Loss: 0.8936... Generator Loss: 1.2645
Epoch 1/2... Discriminator Loss: 1.0742... Generator Loss: 0.6829 Epoch 1/2... Discriminator Loss: 0.9445... Generator Loss: 1.3861 Epoch 1/2... Discriminator Loss: 1.3047... Generator Loss: 0.4255 Epoch 1/2... Discriminator Loss: 1.1136... Generator Loss: 2.0837 Epoch 1/2... Discriminator Loss: 1.4577... Generator Loss: 0.3541 Epoch 1/2... Discriminator Loss: 0.8856... Generator Loss: 1.4648 Epoch 1/2... Discriminator Loss: 1.1495... Generator Loss: 0.6253 Epoch 1/2... Discriminator Loss: 1.0684... Generator Loss: 0.9814 Epoch 1/2... Discriminator Loss: 0.9587... Generator Loss: 0.9037 Epoch 1/2... Discriminator Loss: 1.2157... Generator Loss: 0.5905
Epoch 1/2... Discriminator Loss: 0.8809... Generator Loss: 1.3871 Epoch 1/2... Discriminator Loss: 1.1950... Generator Loss: 0.5028 Epoch 1/2... Discriminator Loss: 1.1966... Generator Loss: 0.8225 Epoch 1/2... Discriminator Loss: 1.0843... Generator Loss: 0.8347 Epoch 1/2... Discriminator Loss: 1.2203... Generator Loss: 0.5828 Epoch 1/2... Discriminator Loss: 1.1042... Generator Loss: 1.0360 Epoch 1/2... Discriminator Loss: 1.0929... Generator Loss: 0.6825 Epoch 1/2... Discriminator Loss: 0.9780... Generator Loss: 0.8627 Epoch 1/2... Discriminator Loss: 1.0583... Generator Loss: 1.1683 Epoch 1/2... Discriminator Loss: 1.2012... Generator Loss: 0.5129
Epoch 1/2... Discriminator Loss: 0.9407... Generator Loss: 1.3393 Epoch 1/2... Discriminator Loss: 1.0492... Generator Loss: 0.6410 Epoch 1/2... Discriminator Loss: 0.9399... Generator Loss: 0.9502 Epoch 1/2... Discriminator Loss: 0.9417... Generator Loss: 1.0843 Epoch 1/2... Discriminator Loss: 1.0839... Generator Loss: 0.6677 Epoch 1/2... Discriminator Loss: 0.9174... Generator Loss: 1.2401 Epoch 1/2... Discriminator Loss: 0.8397... Generator Loss: 0.8804 Epoch 1/2... Discriminator Loss: 0.7831... Generator Loss: 1.1136 Epoch 1/2... Discriminator Loss: 0.9883... Generator Loss: 0.7875 Epoch 1/2... Discriminator Loss: 0.8505... Generator Loss: 1.2906
Epoch 1/2... Discriminator Loss: 1.2440... Generator Loss: 0.4655 Epoch 1/2... Discriminator Loss: 1.1072... Generator Loss: 1.9409 Epoch 1/2... Discriminator Loss: 1.6682... Generator Loss: 0.3000 Epoch 1/2... Discriminator Loss: 1.1958... Generator Loss: 2.2762 Epoch 1/2... Discriminator Loss: 1.4732... Generator Loss: 0.4589 Epoch 1/2... Discriminator Loss: 1.0676... Generator Loss: 1.0591 Epoch 1/2... Discriminator Loss: 1.1241... Generator Loss: 0.8455 Epoch 1/2... Discriminator Loss: 0.8660... Generator Loss: 0.9804 Epoch 1/2... Discriminator Loss: 1.1111... Generator Loss: 0.6091 Epoch 1/2... Discriminator Loss: 1.1030... Generator Loss: 1.2268
Epoch 1/2... Discriminator Loss: 1.2175... Generator Loss: 0.5246 Epoch 1/2... Discriminator Loss: 0.9781... Generator Loss: 1.2274 Epoch 1/2... Discriminator Loss: 1.3314... Generator Loss: 0.4529 Epoch 1/2... Discriminator Loss: 0.8995... Generator Loss: 1.2639 Epoch 1/2... Discriminator Loss: 1.0961... Generator Loss: 0.7569 Epoch 1/2... Discriminator Loss: 1.0777... Generator Loss: 0.7539 Epoch 1/2... Discriminator Loss: 0.9316... Generator Loss: 1.0871 Epoch 1/2... Discriminator Loss: 1.1071... Generator Loss: 0.5876 Epoch 1/2... Discriminator Loss: 0.8242... Generator Loss: 1.3012 Epoch 1/2... Discriminator Loss: 1.2184... Generator Loss: 0.5449
Epoch 1/2... Discriminator Loss: 1.0558... Generator Loss: 1.2230 Epoch 1/2... Discriminator Loss: 0.9109... Generator Loss: 0.9429 Epoch 1/2... Discriminator Loss: 1.2733... Generator Loss: 0.4778 Epoch 1/2... Discriminator Loss: 1.1372... Generator Loss: 1.3827 Epoch 1/2... Discriminator Loss: 1.1662... Generator Loss: 0.5820 Epoch 1/2... Discriminator Loss: 1.0231... Generator Loss: 1.1332 Epoch 1/2... Discriminator Loss: 1.2200... Generator Loss: 0.5044 Epoch 1/2... Discriminator Loss: 0.9798... Generator Loss: 1.2185 Epoch 1/2... Discriminator Loss: 0.9742... Generator Loss: 0.8342 Epoch 1/2... Discriminator Loss: 1.0259... Generator Loss: 0.7394
Epoch 1/2... Discriminator Loss: 1.0111... Generator Loss: 0.9691 Epoch 1/2... Discriminator Loss: 1.3512... Generator Loss: 0.4051 Epoch 1/2... Discriminator Loss: 1.3060... Generator Loss: 2.0660 Epoch 1/2... Discriminator Loss: 1.5398... Generator Loss: 0.3344 Epoch 1/2... Discriminator Loss: 0.9543... Generator Loss: 1.2703 Epoch 1/2... Discriminator Loss: 0.9676... Generator Loss: 1.0599 Epoch 1/2... Discriminator Loss: 1.4059... Generator Loss: 0.4376 Epoch 1/2... Discriminator Loss: 0.9999... Generator Loss: 1.9347 Epoch 1/2... Discriminator Loss: 1.2876... Generator Loss: 0.4433 Epoch 1/2... Discriminator Loss: 0.8371... Generator Loss: 1.2465
Epoch 1/2... Discriminator Loss: 0.9037... Generator Loss: 0.9896 Epoch 1/2... Discriminator Loss: 1.0852... Generator Loss: 0.5719 Epoch 1/2... Discriminator Loss: 1.0671... Generator Loss: 1.1978 Epoch 1/2... Discriminator Loss: 1.2398... Generator Loss: 0.5182 Epoch 1/2... Discriminator Loss: 0.9866... Generator Loss: 1.0496 Epoch 1/2... Discriminator Loss: 1.0970... Generator Loss: 0.6828 Epoch 1/2... Discriminator Loss: 0.9280... Generator Loss: 0.7954 Epoch 1/2... Discriminator Loss: 0.8872... Generator Loss: 0.8642 Epoch 1/2... Discriminator Loss: 0.9765... Generator Loss: 0.9397 Epoch 1/2... Discriminator Loss: 1.0171... Generator Loss: 0.7271
Epoch 1/2... Discriminator Loss: 1.1431... Generator Loss: 0.6517 Epoch 1/2... Discriminator Loss: 0.8556... Generator Loss: 1.2186 Epoch 1/2... Discriminator Loss: 1.2751... Generator Loss: 0.4319 Epoch 1/2... Discriminator Loss: 1.0538... Generator Loss: 1.2408 Epoch 1/2... Discriminator Loss: 0.9908... Generator Loss: 0.7838 Epoch 1/2... Discriminator Loss: 1.0790... Generator Loss: 0.6572 Epoch 1/2... Discriminator Loss: 0.9362... Generator Loss: 1.3630 Epoch 1/2... Discriminator Loss: 1.3932... Generator Loss: 0.3659 Epoch 1/2... Discriminator Loss: 1.0551... Generator Loss: 1.8797 Epoch 1/2... Discriminator Loss: 1.6491... Generator Loss: 0.3016
Epoch 1/2... Discriminator Loss: 1.4709... Generator Loss: 2.0337 Epoch 1/2... Discriminator Loss: 1.7830... Generator Loss: 0.2539 Epoch 1/2... Discriminator Loss: 2.3459... Generator Loss: 3.3149 Epoch 1/2... Discriminator Loss: 2.8851... Generator Loss: 0.0825 Epoch 1/2... Discriminator Loss: 1.2838... Generator Loss: 0.9882 Epoch 1/2... Discriminator Loss: 0.9854... Generator Loss: 1.4206 Epoch 1/2... Discriminator Loss: 1.3192... Generator Loss: 0.4578 Epoch 1/2... Discriminator Loss: 0.9476... Generator Loss: 0.9452 Epoch 1/2... Discriminator Loss: 0.9126... Generator Loss: 1.1506 Epoch 1/2... Discriminator Loss: 1.1284... Generator Loss: 0.6405
Epoch 1/2... Discriminator Loss: 0.9825... Generator Loss: 0.8541 Epoch 1/2... Discriminator Loss: 0.8678... Generator Loss: 0.9926 Epoch 1/2... Discriminator Loss: 1.0183... Generator Loss: 0.9867 Epoch 1/2... Discriminator Loss: 1.1564... Generator Loss: 0.6195 Epoch 1/2... Discriminator Loss: 1.0347... Generator Loss: 0.7784 Epoch 1/2... Discriminator Loss: 0.9131... Generator Loss: 0.9674 Epoch 1/2... Discriminator Loss: 1.0940... Generator Loss: 0.6183 Epoch 1/2... Discriminator Loss: 0.9875... Generator Loss: 0.8465 Epoch 1/2... Discriminator Loss: 0.9122... Generator Loss: 1.1262 Epoch 1/2... Discriminator Loss: 1.1168... Generator Loss: 0.5705
Epoch 1/2... Discriminator Loss: 0.9097... Generator Loss: 1.5310 Epoch 1/2... Discriminator Loss: 1.3935... Generator Loss: 0.4191 Epoch 1/2... Discriminator Loss: 0.9109... Generator Loss: 1.1000 Epoch 1/2... Discriminator Loss: 1.0710... Generator Loss: 0.7565 Epoch 1/2... Discriminator Loss: 1.0912... Generator Loss: 0.6646 Epoch 1/2... Discriminator Loss: 0.9492... Generator Loss: 1.1021 Epoch 1/2... Discriminator Loss: 1.0898... Generator Loss: 0.6139 Epoch 1/2... Discriminator Loss: 1.0433... Generator Loss: 0.9701 Epoch 1/2... Discriminator Loss: 0.9105... Generator Loss: 0.7537 Epoch 1/2... Discriminator Loss: 1.0565... Generator Loss: 0.7941
Epoch 1/2... Discriminator Loss: 0.8235... Generator Loss: 1.0321 Epoch 1/2... Discriminator Loss: 1.0828... Generator Loss: 0.6400 Epoch 1/2... Discriminator Loss: 1.0893... Generator Loss: 0.8679 Epoch 1/2... Discriminator Loss: 1.0923... Generator Loss: 0.5757 Epoch 1/2... Discriminator Loss: 1.0046... Generator Loss: 1.5264 Epoch 1/2... Discriminator Loss: 1.2258... Generator Loss: 0.4597 Epoch 1/2... Discriminator Loss: 0.8607... Generator Loss: 1.5157 Epoch 1/2... Discriminator Loss: 1.2009... Generator Loss: 0.5189 Epoch 1/2... Discriminator Loss: 0.9869... Generator Loss: 0.8127 Epoch 1/2... Discriminator Loss: 0.9222... Generator Loss: 1.1625
Epoch 1/2... Discriminator Loss: 1.3925... Generator Loss: 0.4053 Epoch 1/2... Discriminator Loss: 1.0857... Generator Loss: 1.1515 Epoch 1/2... Discriminator Loss: 1.1896... Generator Loss: 0.4901 Epoch 1/2... Discriminator Loss: 1.1824... Generator Loss: 1.3591 Epoch 1/2... Discriminator Loss: 1.3527... Generator Loss: 0.3987 Epoch 1/2... Discriminator Loss: 1.1886... Generator Loss: 1.5282 Epoch 1/2... Discriminator Loss: 1.5049... Generator Loss: 0.3330 Epoch 1/2... Discriminator Loss: 1.0245... Generator Loss: 1.7376 Epoch 1/2... Discriminator Loss: 1.1510... Generator Loss: 0.5501 Epoch 1/2... Discriminator Loss: 0.8947... Generator Loss: 1.0885
Epoch 1/2... Discriminator Loss: 1.1509... Generator Loss: 0.5862 Epoch 1/2... Discriminator Loss: 0.9559... Generator Loss: 0.9267 Epoch 1/2... Discriminator Loss: 1.0814... Generator Loss: 0.5969 Epoch 1/2... Discriminator Loss: 1.0163... Generator Loss: 1.3626 Epoch 1/2... Discriminator Loss: 1.2331... Generator Loss: 0.5268 Epoch 1/2... Discriminator Loss: 0.9480... Generator Loss: 1.1955 Epoch 1/2... Discriminator Loss: 1.0597... Generator Loss: 0.6257 Epoch 1/2... Discriminator Loss: 0.9246... Generator Loss: 1.1674 Epoch 1/2... Discriminator Loss: 1.2192... Generator Loss: 0.5271 Epoch 1/2... Discriminator Loss: 0.9664... Generator Loss: 1.0549
Epoch 1/2... Discriminator Loss: 1.2804... Generator Loss: 0.4691 Epoch 1/2... Discriminator Loss: 0.8071... Generator Loss: 1.4844 Epoch 1/2... Discriminator Loss: 0.7917... Generator Loss: 0.9460 Epoch 1/2... Discriminator Loss: 1.1335... Generator Loss: 0.5781 Epoch 1/2... Discriminator Loss: 0.9711... Generator Loss: 1.3639 Epoch 1/2... Discriminator Loss: 1.1738... Generator Loss: 0.5204 Epoch 1/2... Discriminator Loss: 1.1640... Generator Loss: 1.2014 Epoch 1/2... Discriminator Loss: 1.6491... Generator Loss: 0.2827 Epoch 1/2... Discriminator Loss: 1.9103... Generator Loss: 2.7070 Epoch 1/2... Discriminator Loss: 1.9502... Generator Loss: 0.2037
Epoch 1/2... Discriminator Loss: 3.0842... Generator Loss: 3.8516 Epoch 1/2... Discriminator Loss: 1.7892... Generator Loss: 0.3035 Epoch 1/2... Discriminator Loss: 1.2691... Generator Loss: 0.8609 Epoch 1/2... Discriminator Loss: 1.3191... Generator Loss: 1.0387 Epoch 1/2... Discriminator Loss: 1.3868... Generator Loss: 0.4766 Epoch 1/2... Discriminator Loss: 1.1116... Generator Loss: 1.1362 Epoch 1/2... Discriminator Loss: 1.0385... Generator Loss: 0.8176 Epoch 1/2... Discriminator Loss: 1.0455... Generator Loss: 0.8014 Epoch 1/2... Discriminator Loss: 1.0688... Generator Loss: 0.8217 Epoch 1/2... Discriminator Loss: 1.0817... Generator Loss: 0.9364
Epoch 1/2... Discriminator Loss: 1.1451... Generator Loss: 0.5967 Epoch 1/2... Discriminator Loss: 1.0062... Generator Loss: 1.1414 Epoch 1/2... Discriminator Loss: 1.1167... Generator Loss: 0.6104 Epoch 1/2... Discriminator Loss: 0.9655... Generator Loss: 0.9150 Epoch 1/2... Discriminator Loss: 1.0235... Generator Loss: 0.8335 Epoch 1/2... Discriminator Loss: 1.0538... Generator Loss: 0.8094 Epoch 1/2... Discriminator Loss: 1.1656... Generator Loss: 0.6403 Epoch 1/2... Discriminator Loss: 1.1776... Generator Loss: 0.8246 Epoch 1/2... Discriminator Loss: 1.0982... Generator Loss: 0.7091 Epoch 1/2... Discriminator Loss: 1.2608... Generator Loss: 0.7651
Epoch 1/2... Discriminator Loss: 1.1483... Generator Loss: 0.6444 Epoch 1/2... Discriminator Loss: 1.1354... Generator Loss: 0.7641 Epoch 1/2... Discriminator Loss: 0.9541... Generator Loss: 0.8168 Epoch 1/2... Discriminator Loss: 1.0292... Generator Loss: 0.7803 Epoch 1/2... Discriminator Loss: 0.8361... Generator Loss: 0.9895 Epoch 1/2... Discriminator Loss: 1.1091... Generator Loss: 0.5590 Epoch 1/2... Discriminator Loss: 0.9862... Generator Loss: 1.0074 Epoch 1/2... Discriminator Loss: 1.0771... Generator Loss: 0.7198 Epoch 1/2... Discriminator Loss: 1.0530... Generator Loss: 0.8137 Epoch 1/2... Discriminator Loss: 1.0266... Generator Loss: 0.7322
Epoch 1/2... Discriminator Loss: 1.1643... Generator Loss: 0.6066 Epoch 1/2... Discriminator Loss: 0.9725... Generator Loss: 1.1430 Epoch 1/2... Discriminator Loss: 1.0863... Generator Loss: 0.5685 Epoch 1/2... Discriminator Loss: 0.7782... Generator Loss: 1.4860 Epoch 1/2... Discriminator Loss: 0.9676... Generator Loss: 0.6355 Epoch 1/2... Discriminator Loss: 0.8872... Generator Loss: 1.3803 Epoch 1/2... Discriminator Loss: 1.2279... Generator Loss: 0.5166 Epoch 1/2... Discriminator Loss: 0.9682... Generator Loss: 0.9573 Epoch 1/2... Discriminator Loss: 0.8115... Generator Loss: 0.9330 Epoch 1/2... Discriminator Loss: 1.1653... Generator Loss: 0.5964
Epoch 1/2... Discriminator Loss: 0.9018... Generator Loss: 1.1229 Epoch 1/2... Discriminator Loss: 1.2819... Generator Loss: 0.5004 Epoch 1/2... Discriminator Loss: 0.9359... Generator Loss: 1.1432 Epoch 1/2... Discriminator Loss: 1.2140... Generator Loss: 0.5404 Epoch 1/2... Discriminator Loss: 0.9341... Generator Loss: 1.3040 Epoch 1/2... Discriminator Loss: 1.3942... Generator Loss: 0.3907 Epoch 1/2... Discriminator Loss: 0.9847... Generator Loss: 1.2452 Epoch 1/2... Discriminator Loss: 1.0782... Generator Loss: 0.6677 Epoch 1/2... Discriminator Loss: 0.8783... Generator Loss: 0.8979 Epoch 1/2... Discriminator Loss: 0.9336... Generator Loss: 0.8297
Epoch 1/2... Discriminator Loss: 1.1166... Generator Loss: 0.6553 Epoch 1/2... Discriminator Loss: 1.0749... Generator Loss: 0.7488 Epoch 1/2... Discriminator Loss: 1.1425... Generator Loss: 0.6100 Epoch 1/2... Discriminator Loss: 0.8498... Generator Loss: 0.9443 Epoch 1/2... Discriminator Loss: 1.1589... Generator Loss: 0.6339 Epoch 1/2... Discriminator Loss: 0.8327... Generator Loss: 1.0480 Epoch 1/2... Discriminator Loss: 1.1699... Generator Loss: 0.6242 Epoch 1/2... Discriminator Loss: 1.0735... Generator Loss: 0.6031 Epoch 1/2... Discriminator Loss: 1.0259... Generator Loss: 1.0498 Epoch 1/2... Discriminator Loss: 1.3835... Generator Loss: 0.3877
Epoch 1/2... Discriminator Loss: 0.7424... Generator Loss: 1.0914 Epoch 1/2... Discriminator Loss: 0.8839... Generator Loss: 0.8827 Epoch 1/2... Discriminator Loss: 0.9725... Generator Loss: 0.8025 Epoch 1/2... Discriminator Loss: 1.5554... Generator Loss: 0.3100 Epoch 1/2... Discriminator Loss: 1.0544... Generator Loss: 2.2133 Epoch 1/2... Discriminator Loss: 1.4828... Generator Loss: 0.3759 Epoch 1/2... Discriminator Loss: 1.1333... Generator Loss: 1.3668 Epoch 1/2... Discriminator Loss: 1.5156... Generator Loss: 0.3343 Epoch 1/2... Discriminator Loss: 0.9296... Generator Loss: 1.6824 Epoch 1/2... Discriminator Loss: 1.1208... Generator Loss: 0.6104
Epoch 1/2... Discriminator Loss: 1.0909... Generator Loss: 1.1275 Epoch 1/2... Discriminator Loss: 1.4640... Generator Loss: 0.3417 Epoch 1/2... Discriminator Loss: 1.4882... Generator Loss: 2.3235 Epoch 1/2... Discriminator Loss: 1.9539... Generator Loss: 0.2177 Epoch 1/2... Discriminator Loss: 0.9595... Generator Loss: 1.4124 Epoch 1/2... Discriminator Loss: 1.1699... Generator Loss: 0.5694 Epoch 1/2... Discriminator Loss: 1.1545... Generator Loss: 0.7867 Epoch 1/2... Discriminator Loss: 1.1139... Generator Loss: 0.8322 Epoch 1/2... Discriminator Loss: 1.3080... Generator Loss: 0.4624 Epoch 1/2... Discriminator Loss: 0.9161... Generator Loss: 1.1600
Epoch 1/2... Discriminator Loss: 1.1047... Generator Loss: 0.6081 Epoch 1/2... Discriminator Loss: 1.0281... Generator Loss: 0.8327 Epoch 1/2... Discriminator Loss: 1.0767... Generator Loss: 0.6824 Epoch 1/2... Discriminator Loss: 1.0357... Generator Loss: 0.7936 Epoch 1/2... Discriminator Loss: 0.8280... Generator Loss: 0.9603 Epoch 1/2... Discriminator Loss: 0.9644... Generator Loss: 0.7888 Epoch 1/2... Discriminator Loss: 0.9462... Generator Loss: 0.8086 Epoch 1/2... Discriminator Loss: 1.1667... Generator Loss: 0.5375 Epoch 1/2... Discriminator Loss: 0.8783... Generator Loss: 1.4329 Epoch 1/2... Discriminator Loss: 1.1538... Generator Loss: 0.5943
Epoch 1/2... Discriminator Loss: 0.9585... Generator Loss: 0.8097 Epoch 1/2... Discriminator Loss: 1.0485... Generator Loss: 0.9158 Epoch 1/2... Discriminator Loss: 1.3297... Generator Loss: 0.4468 Epoch 1/2... Discriminator Loss: 0.9150... Generator Loss: 1.7868 Epoch 1/2... Discriminator Loss: 1.2701... Generator Loss: 0.4485 Epoch 1/2... Discriminator Loss: 1.2548... Generator Loss: 0.9800 Epoch 1/2... Discriminator Loss: 1.4989... Generator Loss: 0.3669 Epoch 1/2... Discriminator Loss: 1.2124... Generator Loss: 2.0044 Epoch 1/2... Discriminator Loss: 1.4738... Generator Loss: 0.3843 Epoch 1/2... Discriminator Loss: 2.2439... Generator Loss: 2.6071
Epoch 1/2... Discriminator Loss: 2.8615... Generator Loss: 0.0918 Epoch 1/2... Discriminator Loss: 0.9666... Generator Loss: 1.3370 Epoch 1/2... Discriminator Loss: 1.1326... Generator Loss: 1.2309 Epoch 1/2... Discriminator Loss: 1.5432... Generator Loss: 0.3687 Epoch 1/2... Discriminator Loss: 1.1057... Generator Loss: 1.2744 Epoch 1/2... Discriminator Loss: 1.1915... Generator Loss: 0.6071 Epoch 1/2... Discriminator Loss: 0.9829... Generator Loss: 0.8731 Epoch 1/2... Discriminator Loss: 0.8466... Generator Loss: 1.1419 Epoch 1/2... Discriminator Loss: 1.1736... Generator Loss: 0.5266 Epoch 1/2... Discriminator Loss: 0.9144... Generator Loss: 1.3060
Epoch 1/2... Discriminator Loss: 1.2001... Generator Loss: 0.5191 Epoch 1/2... Discriminator Loss: 1.0429... Generator Loss: 0.8709 Epoch 1/2... Discriminator Loss: 0.9857... Generator Loss: 1.0056 Epoch 1/2... Discriminator Loss: 1.1389... Generator Loss: 0.5741 Epoch 1/2... Discriminator Loss: 0.8963... Generator Loss: 0.8228 Epoch 1/2... Discriminator Loss: 1.0036... Generator Loss: 0.9551 Epoch 1/2... Discriminator Loss: 1.1241... Generator Loss: 0.5960 Epoch 1/2... Discriminator Loss: 1.1837... Generator Loss: 0.9030 Epoch 1/2... Discriminator Loss: 1.4935... Generator Loss: 0.3371 Epoch 1/2... Discriminator Loss: 0.9102... Generator Loss: 1.3587
Epoch 1/2... Discriminator Loss: 1.0814... Generator Loss: 0.6644 Epoch 1/2... Discriminator Loss: 1.0885... Generator Loss: 0.6289 Epoch 1/2... Discriminator Loss: 0.9413... Generator Loss: 0.9110 Epoch 1/2... Discriminator Loss: 1.0663... Generator Loss: 0.5722 Epoch 1/2... Discriminator Loss: 0.9367... Generator Loss: 1.1283 Epoch 1/2... Discriminator Loss: 1.1768... Generator Loss: 0.5630 Epoch 1/2... Discriminator Loss: 0.8935... Generator Loss: 0.9852 Epoch 1/2... Discriminator Loss: 1.2889... Generator Loss: 0.4678 Epoch 1/2... Discriminator Loss: 1.1789... Generator Loss: 0.5738 Epoch 1/2... Discriminator Loss: 1.0240... Generator Loss: 1.2907
Epoch 1/2... Discriminator Loss: 1.2488... Generator Loss: 0.4642 Epoch 1/2... Discriminator Loss: 1.0505... Generator Loss: 1.4464 Epoch 1/2... Discriminator Loss: 1.8110... Generator Loss: 0.2471 Epoch 1/2... Discriminator Loss: 1.0237... Generator Loss: 2.0250 Epoch 1/2... Discriminator Loss: 1.2507... Generator Loss: 0.5714 Epoch 1/2... Discriminator Loss: 1.1555... Generator Loss: 0.9202 Epoch 1/2... Discriminator Loss: 1.5742... Generator Loss: 0.2961 Epoch 1/2... Discriminator Loss: 1.6748... Generator Loss: 2.5693 Epoch 1/2... Discriminator Loss: 1.4274... Generator Loss: 0.3724 Epoch 1/2... Discriminator Loss: 1.3532... Generator Loss: 2.2054
Epoch 1/2... Discriminator Loss: 2.3146... Generator Loss: 0.1395 Epoch 1/2... Discriminator Loss: 1.1091... Generator Loss: 1.3851 Epoch 1/2... Discriminator Loss: 0.9265... Generator Loss: 1.2180 Epoch 1/2... Discriminator Loss: 1.6604... Generator Loss: 0.3092 Epoch 1/2... Discriminator Loss: 1.1388... Generator Loss: 1.3178 Epoch 1/2... Discriminator Loss: 1.0665... Generator Loss: 0.6521 Epoch 1/2... Discriminator Loss: 1.0027... Generator Loss: 0.8487 Epoch 1/2... Discriminator Loss: 0.9943... Generator Loss: 1.0280 Epoch 1/2... Discriminator Loss: 1.2385... Generator Loss: 0.5260 Epoch 1/2... Discriminator Loss: 0.9493... Generator Loss: 0.9384
Epoch 1/2... Discriminator Loss: 1.1309... Generator Loss: 0.9023 Epoch 1/2... Discriminator Loss: 1.2850... Generator Loss: 0.4311 Epoch 1/2... Discriminator Loss: 1.0411... Generator Loss: 0.8572 Epoch 1/2... Discriminator Loss: 1.1179... Generator Loss: 0.7880 Epoch 1/2... Discriminator Loss: 1.0530... Generator Loss: 0.6574 Epoch 1/2... Discriminator Loss: 0.9273... Generator Loss: 0.9756 Epoch 1/2... Discriminator Loss: 1.1460... Generator Loss: 0.5720 Epoch 1/2... Discriminator Loss: 0.9438... Generator Loss: 0.8786 Epoch 1/2... Discriminator Loss: 0.9418... Generator Loss: 0.8674 Epoch 1/2... Discriminator Loss: 1.0488... Generator Loss: 0.6672
Epoch 1/2... Discriminator Loss: 1.0521... Generator Loss: 0.6696 Epoch 1/2... Discriminator Loss: 1.0758... Generator Loss: 0.7228 Epoch 1/2... Discriminator Loss: 1.2153... Generator Loss: 0.5995 Epoch 1/2... Discriminator Loss: 0.8632... Generator Loss: 0.8992 Epoch 1/2... Discriminator Loss: 0.9627... Generator Loss: 0.7242 Epoch 1/2... Discriminator Loss: 1.1124... Generator Loss: 0.6301 Epoch 1/2... Discriminator Loss: 0.9388... Generator Loss: 0.7542 Epoch 1/2... Discriminator Loss: 1.0776... Generator Loss: 0.6157 Epoch 1/2... Discriminator Loss: 0.9447... Generator Loss: 1.1678 Epoch 1/2... Discriminator Loss: 1.0972... Generator Loss: 0.6008
Epoch 1/2... Discriminator Loss: 0.9239... Generator Loss: 0.8119 Epoch 1/2... Discriminator Loss: 0.9894... Generator Loss: 0.9119 Epoch 1/2... Discriminator Loss: 0.9156... Generator Loss: 0.7119 Epoch 1/2... Discriminator Loss: 0.9931... Generator Loss: 0.7787 Epoch 1/2... Discriminator Loss: 0.9365... Generator Loss: 0.7366 Epoch 1/2... Discriminator Loss: 0.9099... Generator Loss: 0.8891 Epoch 1/2... Discriminator Loss: 1.2244... Generator Loss: 0.5326 Epoch 1/2... Discriminator Loss: 1.0451... Generator Loss: 1.1314 Epoch 1/2... Discriminator Loss: 1.4397... Generator Loss: 0.3633 Epoch 1/2... Discriminator Loss: 1.4169... Generator Loss: 1.9903
Epoch 1/2... Discriminator Loss: 1.8536... Generator Loss: 0.2311 Epoch 1/2... Discriminator Loss: 2.7870... Generator Loss: 3.5666 Epoch 1/2... Discriminator Loss: 2.1778... Generator Loss: 0.1762 Epoch 1/2... Discriminator Loss: 0.9370... Generator Loss: 1.2081 Epoch 1/2... Discriminator Loss: 1.1163... Generator Loss: 1.2041 Epoch 1/2... Discriminator Loss: 1.2447... Generator Loss: 0.4661 Epoch 1/2... Discriminator Loss: 1.0202... Generator Loss: 0.9243 Epoch 1/2... Discriminator Loss: 0.9016... Generator Loss: 1.0594 Epoch 1/2... Discriminator Loss: 1.4313... Generator Loss: 0.4087 Epoch 1/2... Discriminator Loss: 0.8141... Generator Loss: 1.6808
Epoch 1/2... Discriminator Loss: 1.0570... Generator Loss: 0.7517 Epoch 1/2... Discriminator Loss: 1.0338... Generator Loss: 0.7845 Epoch 1/2... Discriminator Loss: 1.0888... Generator Loss: 0.6406 Epoch 1/2... Discriminator Loss: 1.0134... Generator Loss: 0.8406 Epoch 1/2... Discriminator Loss: 1.0789... Generator Loss: 0.7594 Epoch 1/2... Discriminator Loss: 0.9380... Generator Loss: 0.7422 Epoch 1/2... Discriminator Loss: 1.0180... Generator Loss: 0.6640 Epoch 1/2... Discriminator Loss: 0.9826... Generator Loss: 1.1811 Epoch 1/2... Discriminator Loss: 1.0083... Generator Loss: 0.6497 Epoch 1/2... Discriminator Loss: 1.0893... Generator Loss: 0.6410
Epoch 1/2... Discriminator Loss: 0.9606... Generator Loss: 0.9058 Epoch 1/2... Discriminator Loss: 1.1687... Generator Loss: 0.5595 Epoch 1/2... Discriminator Loss: 0.9197... Generator Loss: 0.8622 Epoch 1/2... Discriminator Loss: 1.1102... Generator Loss: 0.6485 Epoch 1/2... Discriminator Loss: 0.9327... Generator Loss: 0.9124 Epoch 1/2... Discriminator Loss: 0.9955... Generator Loss: 0.8597 Epoch 1/2... Discriminator Loss: 1.0958... Generator Loss: 0.6052 Epoch 1/2... Discriminator Loss: 0.7666... Generator Loss: 1.1632 Epoch 1/2... Discriminator Loss: 1.1917... Generator Loss: 0.4565 Epoch 1/2... Discriminator Loss: 0.9874... Generator Loss: 1.4620
Epoch 1/2... Discriminator Loss: 1.7664... Generator Loss: 0.2574 Epoch 1/2... Discriminator Loss: 2.7810... Generator Loss: 3.3455 Epoch 1/2... Discriminator Loss: 1.8121... Generator Loss: 0.3194 Epoch 1/2... Discriminator Loss: 1.0883... Generator Loss: 0.8496 Epoch 1/2... Discriminator Loss: 1.2964... Generator Loss: 1.1495 Epoch 1/2... Discriminator Loss: 1.3499... Generator Loss: 0.4417 Epoch 1/2... Discriminator Loss: 0.9737... Generator Loss: 1.2725 Epoch 1/2... Discriminator Loss: 1.2168... Generator Loss: 0.5313 Epoch 1/2... Discriminator Loss: 0.9906... Generator Loss: 0.8815 Epoch 1/2... Discriminator Loss: 1.0265... Generator Loss: 0.8728
Epoch 1/2... Discriminator Loss: 1.1261... Generator Loss: 0.7144 Epoch 1/2... Discriminator Loss: 0.9428... Generator Loss: 0.8771 Epoch 1/2... Discriminator Loss: 0.9352... Generator Loss: 0.8865 Epoch 1/2... Discriminator Loss: 1.1224... Generator Loss: 0.6030 Epoch 1/2... Discriminator Loss: 0.9272... Generator Loss: 0.8513 Epoch 1/2... Discriminator Loss: 1.0536... Generator Loss: 0.6610 Epoch 1/2... Discriminator Loss: 0.8697... Generator Loss: 0.9601 Epoch 1/2... Discriminator Loss: 0.9900... Generator Loss: 0.7386 Epoch 1/2... Discriminator Loss: 0.9619... Generator Loss: 0.8189 Epoch 1/2... Discriminator Loss: 1.0669... Generator Loss: 0.7075
Epoch 1/2... Discriminator Loss: 1.0081... Generator Loss: 0.6730 Epoch 1/2... Discriminator Loss: 0.9376... Generator Loss: 0.7464 Epoch 1/2... Discriminator Loss: 1.2819... Generator Loss: 0.4383 Epoch 1/2... Discriminator Loss: 0.7803... Generator Loss: 1.6312 Epoch 1/2... Discriminator Loss: 1.3425... Generator Loss: 0.4192 Epoch 1/2... Discriminator Loss: 0.9057... Generator Loss: 1.4906 Epoch 1/2... Discriminator Loss: 1.1933... Generator Loss: 0.5576 Epoch 2/2... Discriminator Loss: 1.0000... Generator Loss: 0.9008 Epoch 2/2... Discriminator Loss: 1.2331... Generator Loss: 0.4635 Epoch 2/2... Discriminator Loss: 0.7171... Generator Loss: 1.3528
Epoch 2/2... Discriminator Loss: 0.8973... Generator Loss: 0.7892 Epoch 2/2... Discriminator Loss: 0.9385... Generator Loss: 0.7113 Epoch 2/2... Discriminator Loss: 0.7957... Generator Loss: 0.9553 Epoch 2/2... Discriminator Loss: 1.0976... Generator Loss: 0.6184 Epoch 2/2... Discriminator Loss: 0.8963... Generator Loss: 0.9170 Epoch 2/2... Discriminator Loss: 1.1159... Generator Loss: 0.5764 Epoch 2/2... Discriminator Loss: 0.8938... Generator Loss: 0.8704 Epoch 2/2... Discriminator Loss: 0.9423... Generator Loss: 0.9161 Epoch 2/2... Discriminator Loss: 0.8363... Generator Loss: 0.9163 Epoch 2/2... Discriminator Loss: 0.9538... Generator Loss: 0.8382
Epoch 2/2... Discriminator Loss: 1.0182... Generator Loss: 0.6442 Epoch 2/2... Discriminator Loss: 0.8479... Generator Loss: 1.4809 Epoch 2/2... Discriminator Loss: 1.6457... Generator Loss: 0.2902 Epoch 2/2... Discriminator Loss: 1.0929... Generator Loss: 1.9886 Epoch 2/2... Discriminator Loss: 1.2422... Generator Loss: 0.5273 Epoch 2/2... Discriminator Loss: 1.0775... Generator Loss: 0.8661 Epoch 2/2... Discriminator Loss: 0.8915... Generator Loss: 1.4864 Epoch 2/2... Discriminator Loss: 1.8394... Generator Loss: 0.2601 Epoch 2/2... Discriminator Loss: 1.7445... Generator Loss: 2.7188 Epoch 2/2... Discriminator Loss: 1.5334... Generator Loss: 0.3748
Epoch 2/2... Discriminator Loss: 1.1213... Generator Loss: 0.9506 Epoch 2/2... Discriminator Loss: 1.1460... Generator Loss: 0.8565 Epoch 2/2... Discriminator Loss: 1.3537... Generator Loss: 0.4366 Epoch 2/2... Discriminator Loss: 0.9493... Generator Loss: 0.9733 Epoch 2/2... Discriminator Loss: 0.8729... Generator Loss: 1.0530 Epoch 2/2... Discriminator Loss: 1.3206... Generator Loss: 0.4263 Epoch 2/2... Discriminator Loss: 0.7466... Generator Loss: 1.1339 Epoch 2/2... Discriminator Loss: 0.9308... Generator Loss: 1.0093 Epoch 2/2... Discriminator Loss: 0.8902... Generator Loss: 0.7911 Epoch 2/2... Discriminator Loss: 0.7395... Generator Loss: 1.0029
Epoch 2/2... Discriminator Loss: 0.8751... Generator Loss: 0.7614 Epoch 2/2... Discriminator Loss: 0.8541... Generator Loss: 1.0026 Epoch 2/2... Discriminator Loss: 0.9547... Generator Loss: 0.8914 Epoch 2/2... Discriminator Loss: 0.9346... Generator Loss: 0.8906 Epoch 2/2... Discriminator Loss: 1.0552... Generator Loss: 0.7082 Epoch 2/2... Discriminator Loss: 0.7618... Generator Loss: 0.9303 Epoch 2/2... Discriminator Loss: 0.7035... Generator Loss: 1.1915 Epoch 2/2... Discriminator Loss: 0.8221... Generator Loss: 0.9702 Epoch 2/2... Discriminator Loss: 1.0706... Generator Loss: 0.6836 Epoch 2/2... Discriminator Loss: 0.6598... Generator Loss: 1.3197
Epoch 2/2... Discriminator Loss: 1.2497... Generator Loss: 0.4522 Epoch 2/2... Discriminator Loss: 0.8591... Generator Loss: 1.7789 Epoch 2/2... Discriminator Loss: 1.7806... Generator Loss: 0.2649 Epoch 2/2... Discriminator Loss: 1.6868... Generator Loss: 2.9902 Epoch 2/2... Discriminator Loss: 3.3593... Generator Loss: 0.0634 Epoch 2/2... Discriminator Loss: 1.7614... Generator Loss: 3.0322 Epoch 2/2... Discriminator Loss: 1.0896... Generator Loss: 0.8460 Epoch 2/2... Discriminator Loss: 1.1489... Generator Loss: 0.7664 Epoch 2/2... Discriminator Loss: 1.1602... Generator Loss: 1.3715 Epoch 2/2... Discriminator Loss: 1.2459... Generator Loss: 0.5444
Epoch 2/2... Discriminator Loss: 1.0179... Generator Loss: 1.2647 Epoch 2/2... Discriminator Loss: 1.2336... Generator Loss: 0.6045 Epoch 2/2... Discriminator Loss: 1.1796... Generator Loss: 1.2772 Epoch 2/2... Discriminator Loss: 1.3557... Generator Loss: 0.4510 Epoch 2/2... Discriminator Loss: 1.1838... Generator Loss: 1.0493 Epoch 2/2... Discriminator Loss: 1.0566... Generator Loss: 0.8340 Epoch 2/2... Discriminator Loss: 1.1584... Generator Loss: 0.7719 Epoch 2/2... Discriminator Loss: 0.8621... Generator Loss: 1.0584 Epoch 2/2... Discriminator Loss: 1.0669... Generator Loss: 0.6307 Epoch 2/2... Discriminator Loss: 1.1143... Generator Loss: 0.9933
Epoch 2/2... Discriminator Loss: 1.0914... Generator Loss: 0.6967 Epoch 2/2... Discriminator Loss: 1.0573... Generator Loss: 0.8218 Epoch 2/2... Discriminator Loss: 1.0383... Generator Loss: 0.7185 Epoch 2/2... Discriminator Loss: 1.0999... Generator Loss: 0.8687 Epoch 2/2... Discriminator Loss: 1.4885... Generator Loss: 0.3455 Epoch 2/2... Discriminator Loss: 1.0298... Generator Loss: 1.7322 Epoch 2/2... Discriminator Loss: 1.1971... Generator Loss: 0.5460 Epoch 2/2... Discriminator Loss: 1.0094... Generator Loss: 0.8256 Epoch 2/2... Discriminator Loss: 1.1095... Generator Loss: 0.7238 Epoch 2/2... Discriminator Loss: 0.9221... Generator Loss: 0.8904
Epoch 2/2... Discriminator Loss: 1.0900... Generator Loss: 0.5857 Epoch 2/2... Discriminator Loss: 0.8699... Generator Loss: 1.0385 Epoch 2/2... Discriminator Loss: 1.0443... Generator Loss: 0.6461 Epoch 2/2... Discriminator Loss: 1.2603... Generator Loss: 0.5159 Epoch 2/2... Discriminator Loss: 0.8464... Generator Loss: 1.0185 Epoch 2/2... Discriminator Loss: 1.1489... Generator Loss: 0.5525 Epoch 2/2... Discriminator Loss: 1.0249... Generator Loss: 1.0987 Epoch 2/2... Discriminator Loss: 1.3199... Generator Loss: 0.4307 Epoch 2/2... Discriminator Loss: 0.8910... Generator Loss: 1.2146 Epoch 2/2... Discriminator Loss: 1.2032... Generator Loss: 0.5137
Epoch 2/2... Discriminator Loss: 0.8079... Generator Loss: 1.0420 Epoch 2/2... Discriminator Loss: 0.9695... Generator Loss: 0.7987 Epoch 2/2... Discriminator Loss: 1.0637... Generator Loss: 0.6728 Epoch 2/2... Discriminator Loss: 1.0423... Generator Loss: 0.8402 Epoch 2/2... Discriminator Loss: 1.3366... Generator Loss: 0.4467 Epoch 2/2... Discriminator Loss: 0.9749... Generator Loss: 1.0447 Epoch 2/2... Discriminator Loss: 1.0322... Generator Loss: 0.6699 Epoch 2/2... Discriminator Loss: 1.3301... Generator Loss: 0.4710 Epoch 2/2... Discriminator Loss: 0.8245... Generator Loss: 1.4446 Epoch 2/2... Discriminator Loss: 1.2760... Generator Loss: 0.5030
Epoch 2/2... Discriminator Loss: 0.9707... Generator Loss: 0.9137 Epoch 2/2... Discriminator Loss: 1.0418... Generator Loss: 0.7804 Epoch 2/2... Discriminator Loss: 0.8849... Generator Loss: 0.7730 Epoch 2/2... Discriminator Loss: 0.9855... Generator Loss: 0.7093 Epoch 2/2... Discriminator Loss: 1.0558... Generator Loss: 0.8277 Epoch 2/2... Discriminator Loss: 0.9546... Generator Loss: 0.7325 Epoch 2/2... Discriminator Loss: 0.9564... Generator Loss: 0.7537 Epoch 2/2... Discriminator Loss: 0.7607... Generator Loss: 1.0360 Epoch 2/2... Discriminator Loss: 1.1849... Generator Loss: 0.5288 Epoch 2/2... Discriminator Loss: 0.7323... Generator Loss: 1.4274
Epoch 2/2... Discriminator Loss: 1.1921... Generator Loss: 0.4773 Epoch 2/2... Discriminator Loss: 1.1250... Generator Loss: 2.0308 Epoch 2/2... Discriminator Loss: 2.1421... Generator Loss: 0.1826 Epoch 2/2... Discriminator Loss: 1.5934... Generator Loss: 2.3793 Epoch 2/2... Discriminator Loss: 1.9937... Generator Loss: 0.2316 Epoch 2/2... Discriminator Loss: 1.5445... Generator Loss: 2.3208 Epoch 2/2... Discriminator Loss: 1.1082... Generator Loss: 0.6229 Epoch 2/2... Discriminator Loss: 1.3040... Generator Loss: 0.5073 Epoch 2/2... Discriminator Loss: 1.1159... Generator Loss: 1.4137 Epoch 2/2... Discriminator Loss: 1.1832... Generator Loss: 0.5811
Epoch 2/2... Discriminator Loss: 1.1384... Generator Loss: 1.1770 Epoch 2/2... Discriminator Loss: 1.0170... Generator Loss: 0.7246 Epoch 2/2... Discriminator Loss: 1.1801... Generator Loss: 0.6170 Epoch 2/2... Discriminator Loss: 0.9400... Generator Loss: 0.9960 Epoch 2/2... Discriminator Loss: 1.1063... Generator Loss: 1.1738 Epoch 2/2... Discriminator Loss: 1.1067... Generator Loss: 0.6117 Epoch 2/2... Discriminator Loss: 1.1139... Generator Loss: 0.7317 Epoch 2/2... Discriminator Loss: 0.9525... Generator Loss: 1.1317 Epoch 2/2... Discriminator Loss: 1.1438... Generator Loss: 0.5698 Epoch 2/2... Discriminator Loss: 1.1967... Generator Loss: 1.2408
Epoch 2/2... Discriminator Loss: 1.4141... Generator Loss: 0.3658 Epoch 2/2... Discriminator Loss: 0.9165... Generator Loss: 1.0174 Epoch 2/2... Discriminator Loss: 1.0448... Generator Loss: 0.8893 Epoch 2/2... Discriminator Loss: 1.1279... Generator Loss: 0.5173 Epoch 2/2... Discriminator Loss: 0.9633... Generator Loss: 0.8147 Epoch 2/2... Discriminator Loss: 0.9422... Generator Loss: 0.8659 Epoch 2/2... Discriminator Loss: 1.0710... Generator Loss: 0.6139 Epoch 2/2... Discriminator Loss: 0.8515... Generator Loss: 0.8782 Epoch 2/2... Discriminator Loss: 0.9577... Generator Loss: 0.9121 Epoch 2/2... Discriminator Loss: 1.2071... Generator Loss: 0.4713
Epoch 2/2... Discriminator Loss: 0.9288... Generator Loss: 1.3454 Epoch 2/2... Discriminator Loss: 1.3521... Generator Loss: 0.4324 Epoch 2/2... Discriminator Loss: 1.1625... Generator Loss: 0.8533 Epoch 2/2... Discriminator Loss: 1.2890... Generator Loss: 0.4596 Epoch 2/2... Discriminator Loss: 0.9629... Generator Loss: 1.2300 Epoch 2/2... Discriminator Loss: 0.8162... Generator Loss: 0.8874 Epoch 2/2... Discriminator Loss: 0.8823... Generator Loss: 0.7983 Epoch 2/2... Discriminator Loss: 0.8583... Generator Loss: 0.9262 Epoch 2/2... Discriminator Loss: 0.7812... Generator Loss: 1.2556 Epoch 2/2... Discriminator Loss: 1.0254... Generator Loss: 0.6955
Epoch 2/2... Discriminator Loss: 0.8880... Generator Loss: 0.8381 Epoch 2/2... Discriminator Loss: 1.4291... Generator Loss: 0.3831 Epoch 2/2... Discriminator Loss: 0.8487... Generator Loss: 1.4451 Epoch 2/2... Discriminator Loss: 0.8233... Generator Loss: 0.8779 Epoch 2/2... Discriminator Loss: 1.0326... Generator Loss: 0.7031 Epoch 2/2... Discriminator Loss: 1.1290... Generator Loss: 0.6119 Epoch 2/2... Discriminator Loss: 0.6489... Generator Loss: 1.1879 Epoch 2/2... Discriminator Loss: 0.8788... Generator Loss: 0.7515 Epoch 2/2... Discriminator Loss: 0.6052... Generator Loss: 1.9140 Epoch 2/2... Discriminator Loss: 1.0753... Generator Loss: 0.5601
Epoch 2/2... Discriminator Loss: 0.6391... Generator Loss: 1.7093 Epoch 2/2... Discriminator Loss: 0.9354... Generator Loss: 0.6921 Epoch 2/2... Discriminator Loss: 0.8342... Generator Loss: 1.6181 Epoch 2/2... Discriminator Loss: 1.5919... Generator Loss: 0.3208 Epoch 2/2... Discriminator Loss: 2.0229... Generator Loss: 2.8268 Epoch 2/2... Discriminator Loss: 3.2445... Generator Loss: 0.0690 Epoch 2/2... Discriminator Loss: 1.2490... Generator Loss: 2.5431 Epoch 2/2... Discriminator Loss: 0.8316... Generator Loss: 0.9866 Epoch 2/2... Discriminator Loss: 1.3790... Generator Loss: 0.4494 Epoch 2/2... Discriminator Loss: 1.3119... Generator Loss: 2.1820
Epoch 2/2... Discriminator Loss: 1.0517... Generator Loss: 0.7261 Epoch 2/2... Discriminator Loss: 1.3141... Generator Loss: 0.4456 Epoch 2/2... Discriminator Loss: 1.0596... Generator Loss: 1.3568 Epoch 2/2... Discriminator Loss: 1.0418... Generator Loss: 0.7979 Epoch 2/2... Discriminator Loss: 1.2677... Generator Loss: 0.4807 Epoch 2/2... Discriminator Loss: 0.8933... Generator Loss: 1.2173 Epoch 2/2... Discriminator Loss: 1.0716... Generator Loss: 0.7391 Epoch 2/2... Discriminator Loss: 1.4272... Generator Loss: 0.4105 Epoch 2/2... Discriminator Loss: 1.0780... Generator Loss: 0.9879 Epoch 2/2... Discriminator Loss: 0.9897... Generator Loss: 0.6487
Epoch 2/2... Discriminator Loss: 0.8621... Generator Loss: 1.0222 Epoch 2/2... Discriminator Loss: 0.9397... Generator Loss: 0.8670 Epoch 2/2... Discriminator Loss: 1.1536... Generator Loss: 0.5191 Epoch 2/2... Discriminator Loss: 0.8610... Generator Loss: 1.0545 Epoch 2/2... Discriminator Loss: 1.1124... Generator Loss: 0.6029 Epoch 2/2... Discriminator Loss: 0.9043... Generator Loss: 0.7940 Epoch 2/2... Discriminator Loss: 1.0348... Generator Loss: 0.6399 Epoch 2/2... Discriminator Loss: 0.8722... Generator Loss: 0.8142 Epoch 2/2... Discriminator Loss: 0.7786... Generator Loss: 1.1930 Epoch 2/2... Discriminator Loss: 1.0885... Generator Loss: 0.5837
Epoch 2/2... Discriminator Loss: 0.9838... Generator Loss: 0.7845 Epoch 2/2... Discriminator Loss: 0.8907... Generator Loss: 0.8973 Epoch 2/2... Discriminator Loss: 1.1639... Generator Loss: 0.5311 Epoch 2/2... Discriminator Loss: 0.8201... Generator Loss: 1.5102 Epoch 2/2... Discriminator Loss: 1.1719... Generator Loss: 0.5228 Epoch 2/2... Discriminator Loss: 0.8645... Generator Loss: 1.1672 Epoch 2/2... Discriminator Loss: 1.3125... Generator Loss: 0.4626 Epoch 2/2... Discriminator Loss: 0.9389... Generator Loss: 1.1421 Epoch 2/2... Discriminator Loss: 1.0318... Generator Loss: 0.6431 Epoch 2/2... Discriminator Loss: 0.8764... Generator Loss: 0.7966
Epoch 2/2... Discriminator Loss: 0.7856... Generator Loss: 1.3506 Epoch 2/2... Discriminator Loss: 0.9285... Generator Loss: 0.7202 Epoch 2/2... Discriminator Loss: 1.4282... Generator Loss: 0.3819 Epoch 2/2... Discriminator Loss: 0.9511... Generator Loss: 2.0209 Epoch 2/2... Discriminator Loss: 1.2532... Generator Loss: 0.4508 Epoch 2/2... Discriminator Loss: 1.1696... Generator Loss: 1.2864 Epoch 2/2... Discriminator Loss: 1.5637... Generator Loss: 0.3418 Epoch 2/2... Discriminator Loss: 0.9462... Generator Loss: 2.1392 Epoch 2/2... Discriminator Loss: 1.3802... Generator Loss: 0.5363 Epoch 2/2... Discriminator Loss: 1.0908... Generator Loss: 0.6601
Epoch 2/2... Discriminator Loss: 0.7343... Generator Loss: 1.3139 Epoch 2/2... Discriminator Loss: 1.2965... Generator Loss: 0.4081 Epoch 2/2... Discriminator Loss: 1.0537... Generator Loss: 1.1786 Epoch 2/2... Discriminator Loss: 1.3289... Generator Loss: 0.4099 Epoch 2/2... Discriminator Loss: 0.9122... Generator Loss: 1.3192 Epoch 2/2... Discriminator Loss: 1.1475... Generator Loss: 0.5303 Epoch 2/2... Discriminator Loss: 0.9175... Generator Loss: 0.9137 Epoch 2/2... Discriminator Loss: 1.3275... Generator Loss: 0.4224 Epoch 2/2... Discriminator Loss: 0.7647... Generator Loss: 1.9649 Epoch 2/2... Discriminator Loss: 1.4194... Generator Loss: 0.3569
Epoch 2/2... Discriminator Loss: 0.9743... Generator Loss: 1.6107 Epoch 2/2... Discriminator Loss: 1.5021... Generator Loss: 0.3357 Epoch 2/2... Discriminator Loss: 0.7053... Generator Loss: 1.3181 Epoch 2/2... Discriminator Loss: 1.0067... Generator Loss: 0.7091 Epoch 2/2... Discriminator Loss: 0.9207... Generator Loss: 0.8289 Epoch 2/2... Discriminator Loss: 0.7090... Generator Loss: 1.3282 Epoch 2/2... Discriminator Loss: 1.0819... Generator Loss: 0.6092 Epoch 2/2... Discriminator Loss: 0.7577... Generator Loss: 0.9676 Epoch 2/2... Discriminator Loss: 0.6467... Generator Loss: 1.0363 Epoch 2/2... Discriminator Loss: 0.6608... Generator Loss: 1.7615
Epoch 2/2... Discriminator Loss: 1.1591... Generator Loss: 0.5194 Epoch 2/2... Discriminator Loss: 0.6904... Generator Loss: 1.5342 Epoch 2/2... Discriminator Loss: 1.1051... Generator Loss: 0.5705 Epoch 2/2... Discriminator Loss: 0.8420... Generator Loss: 1.7098 Epoch 2/2... Discriminator Loss: 1.3420... Generator Loss: 0.4415 Epoch 2/2... Discriminator Loss: 0.7978... Generator Loss: 1.2727 Epoch 2/2... Discriminator Loss: 1.3366... Generator Loss: 0.4730 Epoch 2/2... Discriminator Loss: 0.8344... Generator Loss: 1.7425 Epoch 2/2... Discriminator Loss: 0.7733... Generator Loss: 0.9780 Epoch 2/2... Discriminator Loss: 0.9721... Generator Loss: 0.7664
Epoch 2/2... Discriminator Loss: 1.0195... Generator Loss: 0.6045 Epoch 2/2... Discriminator Loss: 0.7225... Generator Loss: 1.3525 Epoch 2/2... Discriminator Loss: 0.8253... Generator Loss: 0.9992 Epoch 2/2... Discriminator Loss: 1.5336... Generator Loss: 0.3296 Epoch 2/2... Discriminator Loss: 1.2188... Generator Loss: 2.0949 Epoch 2/2... Discriminator Loss: 1.3002... Generator Loss: 0.5325 Epoch 2/2... Discriminator Loss: 0.8112... Generator Loss: 1.7420 Epoch 2/2... Discriminator Loss: 0.8674... Generator Loss: 0.9575 Epoch 2/2... Discriminator Loss: 1.0130... Generator Loss: 0.9943 Epoch 2/2... Discriminator Loss: 0.9568... Generator Loss: 1.0407
Epoch 2/2... Discriminator Loss: 1.3150... Generator Loss: 0.4788 Epoch 2/2... Discriminator Loss: 0.9982... Generator Loss: 1.9227 Epoch 2/2... Discriminator Loss: 1.0489... Generator Loss: 0.6443 Epoch 2/2... Discriminator Loss: 1.0086... Generator Loss: 0.6854 Epoch 2/2... Discriminator Loss: 0.6356... Generator Loss: 1.3936 Epoch 2/2... Discriminator Loss: 0.9818... Generator Loss: 0.7537 Epoch 2/2... Discriminator Loss: 1.0104... Generator Loss: 0.7413 Epoch 2/2... Discriminator Loss: 0.9186... Generator Loss: 0.7609 Epoch 2/2... Discriminator Loss: 0.6826... Generator Loss: 1.7925 Epoch 2/2... Discriminator Loss: 1.5178... Generator Loss: 0.3580
Epoch 2/2... Discriminator Loss: 1.0810... Generator Loss: 1.9298 Epoch 2/2... Discriminator Loss: 1.2554... Generator Loss: 0.4712 Epoch 2/2... Discriminator Loss: 0.9684... Generator Loss: 1.2884 Epoch 2/2... Discriminator Loss: 0.8284... Generator Loss: 0.9769 Epoch 2/2... Discriminator Loss: 0.9997... Generator Loss: 0.8532 Epoch 2/2... Discriminator Loss: 1.0635... Generator Loss: 0.7654 Epoch 2/2... Discriminator Loss: 0.9782... Generator Loss: 1.0953 Epoch 2/2... Discriminator Loss: 1.6255... Generator Loss: 0.3070 Epoch 2/2... Discriminator Loss: 0.9961... Generator Loss: 1.5162 Epoch 2/2... Discriminator Loss: 1.0185... Generator Loss: 0.7661
Epoch 2/2... Discriminator Loss: 1.1847... Generator Loss: 0.5858 Epoch 2/2... Discriminator Loss: 1.0432... Generator Loss: 1.1289 Epoch 2/2... Discriminator Loss: 1.7751... Generator Loss: 0.2598 Epoch 2/2... Discriminator Loss: 1.6587... Generator Loss: 3.1751 Epoch 2/2... Discriminator Loss: 1.2861... Generator Loss: 0.5473 Epoch 2/2... Discriminator Loss: 0.9327... Generator Loss: 0.9024 Epoch 2/2... Discriminator Loss: 0.8833... Generator Loss: 1.3056 Epoch 2/2... Discriminator Loss: 1.1929... Generator Loss: 0.5411 Epoch 2/2... Discriminator Loss: 0.7100... Generator Loss: 1.1458 Epoch 2/2... Discriminator Loss: 0.7811... Generator Loss: 1.3837
Epoch 2/2... Discriminator Loss: 1.1115... Generator Loss: 0.5248 Epoch 2/2... Discriminator Loss: 0.8719... Generator Loss: 0.8145 Epoch 2/2... Discriminator Loss: 0.7322... Generator Loss: 1.3698 Epoch 2/2... Discriminator Loss: 1.0772... Generator Loss: 0.6207 Epoch 2/2... Discriminator Loss: 0.8390... Generator Loss: 0.8813 Epoch 2/2... Discriminator Loss: 0.8488... Generator Loss: 0.8683 Epoch 2/2... Discriminator Loss: 0.6054... Generator Loss: 1.2499 Epoch 2/2... Discriminator Loss: 0.7410... Generator Loss: 0.9612 Epoch 2/2... Discriminator Loss: 0.7246... Generator Loss: 1.0459 Epoch 2/2... Discriminator Loss: 0.7297... Generator Loss: 0.9590
Epoch 2/2... Discriminator Loss: 0.6080... Generator Loss: 1.3670 Epoch 2/2... Discriminator Loss: 1.0736... Generator Loss: 0.5462 Epoch 2/2... Discriminator Loss: 0.7656... Generator Loss: 1.3529 Epoch 2/2... Discriminator Loss: 1.0856... Generator Loss: 0.6714 Epoch 2/2... Discriminator Loss: 1.0633... Generator Loss: 0.6370 Epoch 2/2... Discriminator Loss: 0.9404... Generator Loss: 1.5514 Epoch 2/2... Discriminator Loss: 1.4455... Generator Loss: 0.4497 Epoch 2/2... Discriminator Loss: 1.1957... Generator Loss: 2.2024 Epoch 2/2... Discriminator Loss: 1.7388... Generator Loss: 0.3505 Epoch 2/2... Discriminator Loss: 1.0874... Generator Loss: 1.1546
Epoch 2/2... Discriminator Loss: 1.0562... Generator Loss: 0.7889 Epoch 2/2... Discriminator Loss: 0.9503... Generator Loss: 0.8825 Epoch 2/2... Discriminator Loss: 0.7516... Generator Loss: 1.2748 Epoch 2/2... Discriminator Loss: 1.1317... Generator Loss: 0.6539 Epoch 2/2... Discriminator Loss: 0.8294... Generator Loss: 1.0765 Epoch 2/2... Discriminator Loss: 1.0247... Generator Loss: 0.6864 Epoch 2/2... Discriminator Loss: 0.9441... Generator Loss: 0.7687 Epoch 2/2... Discriminator Loss: 1.0013... Generator Loss: 0.7451 Epoch 2/2... Discriminator Loss: 0.8948... Generator Loss: 1.3444 Epoch 2/2... Discriminator Loss: 1.1280... Generator Loss: 0.5407
Epoch 2/2... Discriminator Loss: 0.7176... Generator Loss: 1.0097 Epoch 2/2... Discriminator Loss: 0.8021... Generator Loss: 0.9768 Epoch 2/2... Discriminator Loss: 0.9226... Generator Loss: 0.7371 Epoch 2/2... Discriminator Loss: 1.0528... Generator Loss: 0.7092 Epoch 2/2... Discriminator Loss: 0.8465... Generator Loss: 0.8444 Epoch 2/2... Discriminator Loss: 0.9439... Generator Loss: 0.6759 Epoch 2/2... Discriminator Loss: 0.8096... Generator Loss: 0.9308 Epoch 2/2... Discriminator Loss: 0.7142... Generator Loss: 1.0004 Epoch 2/2... Discriminator Loss: 0.5952... Generator Loss: 1.4002 Epoch 2/2... Discriminator Loss: 1.1166... Generator Loss: 0.5558
Epoch 2/2... Discriminator Loss: 0.5992... Generator Loss: 1.9414 Epoch 2/2... Discriminator Loss: 0.5643... Generator Loss: 1.1830 Epoch 2/2... Discriminator Loss: 0.6780... Generator Loss: 1.0177 Epoch 2/2... Discriminator Loss: 0.4953... Generator Loss: 1.9072 Epoch 2/2... Discriminator Loss: 2.0211... Generator Loss: 0.2059 Epoch 2/2... Discriminator Loss: 1.4270... Generator Loss: 3.4282 Epoch 2/2... Discriminator Loss: 1.7854... Generator Loss: 0.3050 Epoch 2/2... Discriminator Loss: 0.8706... Generator Loss: 1.4664 Epoch 2/2... Discriminator Loss: 0.5316... Generator Loss: 1.7048 Epoch 2/2... Discriminator Loss: 0.8121... Generator Loss: 0.9251
Epoch 2/2... Discriminator Loss: 1.1101... Generator Loss: 0.5525 Epoch 2/2... Discriminator Loss: 0.7370... Generator Loss: 1.4029 Epoch 2/2... Discriminator Loss: 0.6446... Generator Loss: 1.8814 Epoch 2/2... Discriminator Loss: 1.1679... Generator Loss: 0.5381 Epoch 2/2... Discriminator Loss: 0.9829... Generator Loss: 1.1770 Epoch 2/2... Discriminator Loss: 0.6943... Generator Loss: 1.2707 Epoch 2/2... Discriminator Loss: 1.3577... Generator Loss: 0.4430 Epoch 2/2... Discriminator Loss: 0.6983... Generator Loss: 1.9116 Epoch 2/2... Discriminator Loss: 1.1378... Generator Loss: 0.5575 Epoch 2/2... Discriminator Loss: 0.6413... Generator Loss: 1.4006
Epoch 2/2... Discriminator Loss: 0.8161... Generator Loss: 0.9079 Epoch 2/2... Discriminator Loss: 0.8265... Generator Loss: 1.5927 Epoch 2/2... Discriminator Loss: 1.4742... Generator Loss: 0.4058 Epoch 2/2... Discriminator Loss: 1.1144... Generator Loss: 2.2737 Epoch 2/2... Discriminator Loss: 1.8009... Generator Loss: 0.2582 Epoch 2/2... Discriminator Loss: 0.9678... Generator Loss: 1.8060 Epoch 2/2... Discriminator Loss: 0.8841... Generator Loss: 1.2051 Epoch 2/2... Discriminator Loss: 1.2819... Generator Loss: 0.4759 Epoch 2/2... Discriminator Loss: 0.9106... Generator Loss: 1.1616 Epoch 2/2... Discriminator Loss: 1.1483... Generator Loss: 0.6695
Epoch 2/2... Discriminator Loss: 0.7907... Generator Loss: 1.2271 Epoch 2/2... Discriminator Loss: 1.4555... Generator Loss: 0.3689 Epoch 2/2... Discriminator Loss: 1.0398... Generator Loss: 1.6457 Epoch 2/2... Discriminator Loss: 1.5923... Generator Loss: 0.3390 Epoch 2/2... Discriminator Loss: 1.4206... Generator Loss: 2.6227 Epoch 2/2... Discriminator Loss: 0.8538... Generator Loss: 0.9370 Epoch 2/2... Discriminator Loss: 0.9967... Generator Loss: 0.7030 Epoch 2/2... Discriminator Loss: 1.0130... Generator Loss: 1.3858 Epoch 2/2... Discriminator Loss: 0.9389... Generator Loss: 0.8370 Epoch 2/2... Discriminator Loss: 1.1394... Generator Loss: 0.6184
Epoch 2/2... Discriminator Loss: 0.8295... Generator Loss: 1.5050 Epoch 2/2... Discriminator Loss: 1.0474... Generator Loss: 0.8352 Epoch 2/2... Discriminator Loss: 1.0421... Generator Loss: 0.6615 Epoch 2/2... Discriminator Loss: 0.8699... Generator Loss: 1.1054 Epoch 2/2... Discriminator Loss: 0.9051... Generator Loss: 1.1338 Epoch 2/2... Discriminator Loss: 1.3875... Generator Loss: 0.4133 Epoch 2/2... Discriminator Loss: 0.8484... Generator Loss: 1.8403 Epoch 2/2... Discriminator Loss: 1.3098... Generator Loss: 0.4651 Epoch 2/2... Discriminator Loss: 1.0664... Generator Loss: 0.7253 Epoch 2/2... Discriminator Loss: 0.9293... Generator Loss: 0.9161
Epoch 2/2... Discriminator Loss: 0.8328... Generator Loss: 1.0296 Epoch 2/2... Discriminator Loss: 1.0664... Generator Loss: 0.6382 Epoch 2/2... Discriminator Loss: 0.8186... Generator Loss: 1.0124 Epoch 2/2... Discriminator Loss: 0.8191... Generator Loss: 0.8444 Epoch 2/2... Discriminator Loss: 0.8446... Generator Loss: 0.9266 Epoch 2/2... Discriminator Loss: 0.7698... Generator Loss: 0.9972 Epoch 2/2... Discriminator Loss: 1.0066... Generator Loss: 0.7039 Epoch 2/2... Discriminator Loss: 0.8039... Generator Loss: 0.9165 Epoch 2/2... Discriminator Loss: 0.6589... Generator Loss: 1.2204 Epoch 2/2... Discriminator Loss: 0.7168... Generator Loss: 0.9875
Epoch 2/2... Discriminator Loss: 0.5580... Generator Loss: 1.4363 Epoch 2/2... Discriminator Loss: 0.9032... Generator Loss: 0.7805 Epoch 2/2... Discriminator Loss: 0.8639... Generator Loss: 0.7954 Epoch 2/2... Discriminator Loss: 0.7106... Generator Loss: 1.7626 Epoch 2/2... Discriminator Loss: 1.4771... Generator Loss: 0.3756 Epoch 2/2... Discriminator Loss: 0.9299... Generator Loss: 0.8882 Epoch 2/2... Discriminator Loss: 0.9121... Generator Loss: 0.9065 Epoch 2/2... Discriminator Loss: 1.0946... Generator Loss: 0.5849 Epoch 2/2... Discriminator Loss: 0.7762... Generator Loss: 0.9797 Epoch 2/2... Discriminator Loss: 0.6463... Generator Loss: 1.3745
Epoch 2/2... Discriminator Loss: 1.3719... Generator Loss: 0.4769 Epoch 2/2... Discriminator Loss: 0.6444... Generator Loss: 1.2440 Epoch 2/2... Discriminator Loss: 0.6992... Generator Loss: 1.2427 Epoch 2/2... Discriminator Loss: 1.3142... Generator Loss: 0.4312 Epoch 2/2... Discriminator Loss: 0.8825... Generator Loss: 1.0495 Epoch 2/2... Discriminator Loss: 0.8579... Generator Loss: 0.8826 Epoch 2/2... Discriminator Loss: 2.1757... Generator Loss: 0.1745 Epoch 2/2... Discriminator Loss: 1.6554... Generator Loss: 2.7462 Epoch 2/2... Discriminator Loss: 1.5222... Generator Loss: 0.4217 Epoch 2/2... Discriminator Loss: 1.5071... Generator Loss: 2.6582
Epoch 2/2... Discriminator Loss: 1.8898... Generator Loss: 0.2483 Epoch 2/2... Discriminator Loss: 0.9981... Generator Loss: 1.5306 Epoch 2/2... Discriminator Loss: 0.8115... Generator Loss: 1.2186 Epoch 2/2... Discriminator Loss: 1.0472... Generator Loss: 0.7674 Epoch 2/2... Discriminator Loss: 1.0446... Generator Loss: 0.7553 Epoch 2/2... Discriminator Loss: 0.9725... Generator Loss: 1.0401 Epoch 2/2... Discriminator Loss: 1.0783... Generator Loss: 0.6729 Epoch 2/2... Discriminator Loss: 0.8968... Generator Loss: 1.8505 Epoch 2/2... Discriminator Loss: 0.9499... Generator Loss: 0.7402 Epoch 2/2... Discriminator Loss: 0.7810... Generator Loss: 1.1507
Epoch 2/2... Discriminator Loss: 0.9512... Generator Loss: 0.8710 Epoch 2/2... Discriminator Loss: 0.8745... Generator Loss: 1.9052 Epoch 2/2... Discriminator Loss: 0.9700... Generator Loss: 0.7340 Epoch 2/2... Discriminator Loss: 0.8862... Generator Loss: 1.2136 Epoch 2/2... Discriminator Loss: 1.0099... Generator Loss: 0.7212 Epoch 2/2... Discriminator Loss: 0.9690... Generator Loss: 1.0237 Epoch 2/2... Discriminator Loss: 1.0242... Generator Loss: 0.8501 Epoch 2/2... Discriminator Loss: 1.0059... Generator Loss: 0.7589 Epoch 2/2... Discriminator Loss: 0.9864... Generator Loss: 1.0849 Epoch 2/2... Discriminator Loss: 0.8351... Generator Loss: 1.1611
Epoch 2/2... Discriminator Loss: 1.3226... Generator Loss: 0.4263 Epoch 2/2... Discriminator Loss: 0.9180... Generator Loss: 1.2223 Epoch 2/2... Discriminator Loss: 0.7058... Generator Loss: 1.1127 Epoch 2/2... Discriminator Loss: 1.1724... Generator Loss: 0.5806 Epoch 2/2... Discriminator Loss: 0.6163... Generator Loss: 1.4835 Epoch 2/2... Discriminator Loss: 1.0474... Generator Loss: 0.5829 Epoch 2/2... Discriminator Loss: 0.8126... Generator Loss: 1.0202 Epoch 2/2... Discriminator Loss: 0.6965... Generator Loss: 1.2085 Epoch 2/2... Discriminator Loss: 0.5264... Generator Loss: 1.4062 Epoch 2/2... Discriminator Loss: 0.7924... Generator Loss: 0.8646
Epoch 2/2... Discriminator Loss: 0.7860... Generator Loss: 0.8610 Epoch 2/2... Discriminator Loss: 0.7002... Generator Loss: 1.1729 Epoch 2/2... Discriminator Loss: 1.1516... Generator Loss: 0.5069 Epoch 2/2... Discriminator Loss: 0.5862... Generator Loss: 1.9699 Epoch 2/2... Discriminator Loss: 1.1283... Generator Loss: 0.5038 Epoch 2/2... Discriminator Loss: 0.7472... Generator Loss: 1.4976 Epoch 2/2... Discriminator Loss: 0.8857... Generator Loss: 0.8204 Epoch 2/2... Discriminator Loss: 0.6953... Generator Loss: 1.0847 Epoch 2/2... Discriminator Loss: 0.6894... Generator Loss: 1.0895 Epoch 2/2... Discriminator Loss: 1.0607... Generator Loss: 0.5857
Epoch 2/2... Discriminator Loss: 0.8455... Generator Loss: 0.9457 Epoch 2/2... Discriminator Loss: 0.6631... Generator Loss: 1.2397 Epoch 2/2... Discriminator Loss: 0.9828... Generator Loss: 0.6145 Epoch 2/2... Discriminator Loss: 0.9651... Generator Loss: 0.6875 Epoch 2/2... Discriminator Loss: 0.7157... Generator Loss: 1.9378 Epoch 2/2... Discriminator Loss: 1.6082... Generator Loss: 0.3090 Epoch 2/2... Discriminator Loss: 0.9205... Generator Loss: 2.5386 Epoch 2/2... Discriminator Loss: 1.7216... Generator Loss: 0.3102 Epoch 2/2... Discriminator Loss: 0.7417... Generator Loss: 1.5000 Epoch 2/2... Discriminator Loss: 0.8394... Generator Loss: 1.1059
Epoch 2/2... Discriminator Loss: 0.9238... Generator Loss: 0.6966 Epoch 2/2... Discriminator Loss: 0.8773... Generator Loss: 0.9419 Epoch 2/2... Discriminator Loss: 0.9625... Generator Loss: 0.6760 Epoch 2/2... Discriminator Loss: 0.6951... Generator Loss: 1.1473 Epoch 2/2... Discriminator Loss: 0.8791... Generator Loss: 0.7842 Epoch 2/2... Discriminator Loss: 0.6712... Generator Loss: 1.2957 Epoch 2/2... Discriminator Loss: 0.5939... Generator Loss: 1.1976 Epoch 2/2... Discriminator Loss: 0.9094... Generator Loss: 0.7816 Epoch 2/2... Discriminator Loss: 0.6945... Generator Loss: 1.5206 Epoch 2/2... Discriminator Loss: 1.1979... Generator Loss: 0.5775
Epoch 2/2... Discriminator Loss: 0.6777... Generator Loss: 1.4753 Epoch 2/2... Discriminator Loss: 1.1443... Generator Loss: 0.5704 Epoch 2/2... Discriminator Loss: 0.7088... Generator Loss: 1.9921 Epoch 2/2... Discriminator Loss: 1.4022... Generator Loss: 0.4194 Epoch 2/2... Discriminator Loss: 0.9194... Generator Loss: 2.0840 Epoch 2/2... Discriminator Loss: 1.5605... Generator Loss: 0.3742 Epoch 2/2... Discriminator Loss: 0.7711... Generator Loss: 1.1598 Epoch 2/2... Discriminator Loss: 0.7003... Generator Loss: 1.1913 Epoch 2/2... Discriminator Loss: 1.1419... Generator Loss: 0.5401 Epoch 2/2... Discriminator Loss: 0.9454... Generator Loss: 1.4048
Epoch 2/2... Discriminator Loss: 0.8752... Generator Loss: 0.8202 Epoch 2/2... Discriminator Loss: 0.7871... Generator Loss: 1.1633 Epoch 2/2... Discriminator Loss: 0.9692... Generator Loss: 0.7094 Epoch 2/2... Discriminator Loss: 0.5606... Generator Loss: 1.3267 Epoch 2/2... Discriminator Loss: 0.7056... Generator Loss: 1.4014 Epoch 2/2... Discriminator Loss: 0.9558... Generator Loss: 0.7283 Epoch 2/2... Discriminator Loss: 0.7972... Generator Loss: 1.2582 Epoch 2/2... Discriminator Loss: 1.1762... Generator Loss: 0.5691 Epoch 2/2... Discriminator Loss: 0.6350... Generator Loss: 1.6354 Epoch 2/2... Discriminator Loss: 0.6494... Generator Loss: 1.1069
Epoch 2/2... Discriminator Loss: 0.7674... Generator Loss: 0.9187 Epoch 2/2... Discriminator Loss: 0.9389... Generator Loss: 0.6924 Epoch 2/2... Discriminator Loss: 0.7865... Generator Loss: 1.9613 Epoch 2/2... Discriminator Loss: 1.9059... Generator Loss: 0.2353 Epoch 2/2... Discriminator Loss: 2.2912... Generator Loss: 3.5285 Epoch 2/2... Discriminator Loss: 2.2688... Generator Loss: 0.1559 Epoch 2/2... Discriminator Loss: 1.5119... Generator Loss: 3.3590 Epoch 2/2... Discriminator Loss: 1.0502... Generator Loss: 0.7771 Epoch 2/2... Discriminator Loss: 0.8985... Generator Loss: 1.9604 Epoch 2/2... Discriminator Loss: 0.7635... Generator Loss: 1.1462
Epoch 2/2... Discriminator Loss: 1.0671... Generator Loss: 0.6491 Epoch 2/2... Discriminator Loss: 0.6914... Generator Loss: 1.4028 Epoch 2/2... Discriminator Loss: 0.7690... Generator Loss: 1.4876 Epoch 2/2... Discriminator Loss: 0.9116... Generator Loss: 0.9080 Epoch 2/2... Discriminator Loss: 0.7073... Generator Loss: 1.2041 Epoch 2/2... Discriminator Loss: 0.9473... Generator Loss: 1.1030 Epoch 2/2... Discriminator Loss: 0.9577... Generator Loss: 0.7986 Epoch 2/2... Discriminator Loss: 0.7421... Generator Loss: 1.7930 Epoch 2/2... Discriminator Loss: 0.9029... Generator Loss: 0.8066 Epoch 2/2... Discriminator Loss: 0.9786... Generator Loss: 0.7913
Epoch 2/2... Discriminator Loss: 0.8510... Generator Loss: 1.5202 Epoch 2/2... Discriminator Loss: 1.3435... Generator Loss: 0.4424 Epoch 2/2... Discriminator Loss: 1.1653... Generator Loss: 1.8995 Epoch 2/2... Discriminator Loss: 1.3424... Generator Loss: 0.4901 Epoch 2/2... Discriminator Loss: 0.9009... Generator Loss: 1.0642 Epoch 2/2... Discriminator Loss: 0.8059... Generator Loss: 1.3490 Epoch 2/2... Discriminator Loss: 1.0627... Generator Loss: 0.6328 Epoch 2/2... Discriminator Loss: 0.7900... Generator Loss: 1.1736 Epoch 2/2... Discriminator Loss: 0.8378... Generator Loss: 0.9533 Epoch 2/2... Discriminator Loss: 1.3018... Generator Loss: 0.5093
Epoch 2/2... Discriminator Loss: 0.7746... Generator Loss: 1.9314 Epoch 2/2... Discriminator Loss: 0.9655... Generator Loss: 0.6825 Epoch 2/2... Discriminator Loss: 0.9205... Generator Loss: 1.1066 Epoch 2/2... Discriminator Loss: 0.7520... Generator Loss: 0.9638 Epoch 2/2... Discriminator Loss: 1.2002... Generator Loss: 0.5617 Epoch 2/2... Discriminator Loss: 0.6589... Generator Loss: 1.4604 Epoch 2/2... Discriminator Loss: 0.7323... Generator Loss: 0.9647 Epoch 2/2... Discriminator Loss: 1.5292... Generator Loss: 0.3249 Epoch 2/2... Discriminator Loss: 1.0767... Generator Loss: 1.9414 Epoch 2/2... Discriminator Loss: 0.9909... Generator Loss: 0.7131
Epoch 2/2... Discriminator Loss: 0.9726... Generator Loss: 0.7046 Epoch 2/2... Discriminator Loss: 1.0301... Generator Loss: 0.6686 Epoch 2/2... Discriminator Loss: 0.7366... Generator Loss: 1.0911 Epoch 2/2... Discriminator Loss: 0.8487... Generator Loss: 1.1510 Epoch 2/2... Discriminator Loss: 1.5020... Generator Loss: 0.3584 Epoch 2/2... Discriminator Loss: 0.6093... Generator Loss: 1.9333 Epoch 2/2... Discriminator Loss: 0.8121... Generator Loss: 0.9705 Epoch 2/2... Discriminator Loss: 0.7191... Generator Loss: 1.2305 Epoch 2/2... Discriminator Loss: 0.8544... Generator Loss: 0.8456 Epoch 2/2... Discriminator Loss: 0.6727... Generator Loss: 1.2313
Epoch 2/2... Discriminator Loss: 1.0274... Generator Loss: 0.6318 Epoch 2/2... Discriminator Loss: 0.9172... Generator Loss: 0.9346 Epoch 2/2... Discriminator Loss: 0.7665... Generator Loss: 1.1922 Epoch 2/2... Discriminator Loss: 0.9078... Generator Loss: 0.7842 Epoch 2/2... Discriminator Loss: 0.8130... Generator Loss: 0.9482 Epoch 2/2... Discriminator Loss: 0.6441... Generator Loss: 1.3986 Epoch 2/2... Discriminator Loss: 1.4000... Generator Loss: 0.4122 Epoch 2/2... Discriminator Loss: 0.7509... Generator Loss: 1.2414 Epoch 2/2... Discriminator Loss: 0.8377... Generator Loss: 0.8250 Epoch 2/2... Discriminator Loss: 0.8868... Generator Loss: 0.8280
Epoch 2/2... Discriminator Loss: 0.9293... Generator Loss: 0.7278 Epoch 2/2... Discriminator Loss: 0.8616... Generator Loss: 0.8419 Epoch 2/2... Discriminator Loss: 0.7433... Generator Loss: 1.8944 Epoch 2/2... Discriminator Loss: 1.7344... Generator Loss: 0.2917 Epoch 2/2... Discriminator Loss: 0.7375... Generator Loss: 1.8184 Epoch 2/2... Discriminator Loss: 0.7245... Generator Loss: 1.0736 Epoch 2/2... Discriminator Loss: 1.1915... Generator Loss: 0.6091 Epoch 2/2... Discriminator Loss: 0.7955... Generator Loss: 1.0088 Epoch 2/2... Discriminator Loss: 0.5874... Generator Loss: 1.5505 Epoch 2/2... Discriminator Loss: 0.9737... Generator Loss: 0.7371
Epoch 2/2... Discriminator Loss: 0.6149... Generator Loss: 1.2653 Epoch 2/2... Discriminator Loss: 0.7599... Generator Loss: 1.0957 Epoch 2/2... Discriminator Loss: 1.5589... Generator Loss: 0.3503 Epoch 2/2... Discriminator Loss: 1.2117... Generator Loss: 2.1685 Epoch 2/2... Discriminator Loss: 1.4022... Generator Loss: 0.4605 Epoch 2/2... Discriminator Loss: 2.3826... Generator Loss: 3.5873 Epoch 2/2... Discriminator Loss: 2.4193... Generator Loss: 0.1464 Epoch 2/2... Discriminator Loss: 0.8586... Generator Loss: 1.7536 Epoch 2/2... Discriminator Loss: 1.2117... Generator Loss: 1.8474 Epoch 2/2... Discriminator Loss: 1.2841... Generator Loss: 0.4909
Epoch 2/2... Discriminator Loss: 0.9167... Generator Loss: 1.6924 Epoch 2/2... Discriminator Loss: 0.9009... Generator Loss: 1.1178 Epoch 2/2... Discriminator Loss: 1.4717... Generator Loss: 0.4044 Epoch 2/2... Discriminator Loss: 0.9869... Generator Loss: 1.9581 Epoch 2/2... Discriminator Loss: 1.1425... Generator Loss: 0.8951 Epoch 2/2... Discriminator Loss: 1.0870... Generator Loss: 0.7982 Epoch 2/2... Discriminator Loss: 0.9828... Generator Loss: 1.2539 Epoch 2/2... Discriminator Loss: 1.0479... Generator Loss: 0.6051 Epoch 2/2... Discriminator Loss: 0.9081... Generator Loss: 1.5317 Epoch 2/2... Discriminator Loss: 1.0022... Generator Loss: 0.7215
Epoch 2/2... Discriminator Loss: 0.8520... Generator Loss: 1.2262 Epoch 2/2... Discriminator Loss: 1.1064... Generator Loss: 0.5955 Epoch 2/2... Discriminator Loss: 0.9420... Generator Loss: 1.5118 Epoch 2/2... Discriminator Loss: 1.1679... Generator Loss: 0.5855 Epoch 2/2... Discriminator Loss: 0.7889... Generator Loss: 0.9650 Epoch 2/2... Discriminator Loss: 0.7640... Generator Loss: 1.1404 Epoch 2/2... Discriminator Loss: 1.0889... Generator Loss: 0.6223 Epoch 2/2... Discriminator Loss: 0.9167... Generator Loss: 0.8806 Epoch 2/2... Discriminator Loss: 0.6554... Generator Loss: 1.4812 Epoch 2/2... Discriminator Loss: 1.4575... Generator Loss: 0.3822
Epoch 2/2... Discriminator Loss: 0.7601... Generator Loss: 1.5077 Epoch 2/2... Discriminator Loss: 1.0426... Generator Loss: 0.6610 Epoch 2/2... Discriminator Loss: 0.8192... Generator Loss: 0.9139 Epoch 2/2... Discriminator Loss: 0.9509... Generator Loss: 0.7716 Epoch 2/2... Discriminator Loss: 1.0257... Generator Loss: 0.6569 Epoch 2/2... Discriminator Loss: 0.8064... Generator Loss: 1.1508 Epoch 2/2... Discriminator Loss: 1.1751... Generator Loss: 0.5647 Epoch 2/2... Discriminator Loss: 0.7163... Generator Loss: 1.9624 Epoch 2/2... Discriminator Loss: 1.1918... Generator Loss: 0.5582 Epoch 2/2... Discriminator Loss: 0.9474... Generator Loss: 0.6760
Epoch 2/2... Discriminator Loss: 0.7116... Generator Loss: 1.5255 Epoch 2/2... Discriminator Loss: 1.2328... Generator Loss: 0.5285 Epoch 2/2... Discriminator Loss: 0.8950... Generator Loss: 1.5413 Epoch 2/2... Discriminator Loss: 1.2584... Generator Loss: 0.4736 Epoch 2/2... Discriminator Loss: 0.8067... Generator Loss: 1.3259 Epoch 2/2... Discriminator Loss: 0.9065... Generator Loss: 0.7910 Epoch 2/2... Discriminator Loss: 0.9459... Generator Loss: 1.0887 Epoch 2/2... Discriminator Loss: 1.5094... Generator Loss: 0.3466 Epoch 2/2... Discriminator Loss: 0.9461... Generator Loss: 2.3742 Epoch 2/2... Discriminator Loss: 1.1846... Generator Loss: 0.5045
Epoch 2/2... Discriminator Loss: 0.8225... Generator Loss: 1.3016 Epoch 2/2... Discriminator Loss: 0.8249... Generator Loss: 1.0305 Epoch 2/2... Discriminator Loss: 0.7186... Generator Loss: 1.3616 Epoch 2/2... Discriminator Loss: 0.8780... Generator Loss: 0.7969 Epoch 2/2... Discriminator Loss: 0.8719... Generator Loss: 1.2927 Epoch 2/2... Discriminator Loss: 1.4402... Generator Loss: 0.3554 Epoch 2/2... Discriminator Loss: 0.6327... Generator Loss: 1.8683 Epoch 2/2... Discriminator Loss: 1.4749... Generator Loss: 0.4001 Epoch 2/2... Discriminator Loss: 0.6744... Generator Loss: 1.3715 Epoch 2/2... Discriminator Loss: 0.9315... Generator Loss: 0.7420
Epoch 2/2... Discriminator Loss: 0.7864... Generator Loss: 1.0188 Epoch 2/2... Discriminator Loss: 0.9866... Generator Loss: 0.7545 Epoch 2/2... Discriminator Loss: 0.5912... Generator Loss: 1.9783 Epoch 2/2... Discriminator Loss: 1.2314... Generator Loss: 0.4984 Epoch 2/2... Discriminator Loss: 0.7213... Generator Loss: 1.1404 Epoch 2/2... Discriminator Loss: 0.5855... Generator Loss: 1.6317 Epoch 2/2... Discriminator Loss: 0.5614... Generator Loss: 1.2241 Epoch 2/2... Discriminator Loss: 0.5378... Generator Loss: 1.3349 Epoch 2/2... Discriminator Loss: 0.8806... Generator Loss: 0.7653 Epoch 2/2... Discriminator Loss: 0.6764... Generator Loss: 1.1597
Epoch 2/2... Discriminator Loss: 0.5694... Generator Loss: 1.5340 Epoch 2/2... Discriminator Loss: 1.5696... Generator Loss: 0.3463 Epoch 2/2... Discriminator Loss: 0.6856... Generator Loss: 1.4033 Epoch 2/2... Discriminator Loss: 0.8517... Generator Loss: 0.8619 Epoch 2/2... Discriminator Loss: 0.7772... Generator Loss: 1.2901 Epoch 2/2... Discriminator Loss: 0.9006... Generator Loss: 0.7436 Epoch 2/2... Discriminator Loss: 0.8793... Generator Loss: 0.8854 Epoch 2/2... Discriminator Loss: 1.1098... Generator Loss: 0.6416 Epoch 2/2... Discriminator Loss: 0.6351... Generator Loss: 1.4176 Epoch 2/2... Discriminator Loss: 0.5485... Generator Loss: 1.2332
Epoch 2/2... Discriminator Loss: 0.9454... Generator Loss: 0.7213 Epoch 2/2... Discriminator Loss: 0.9145... Generator Loss: 2.3753 Epoch 2/2... Discriminator Loss: 1.4350... Generator Loss: 0.4960 Epoch 2/2... Discriminator Loss: 0.8951... Generator Loss: 1.8294 Epoch 2/2... Discriminator Loss: 1.3591... Generator Loss: 0.4466 Epoch 2/2... Discriminator Loss: 0.5485... Generator Loss: 1.8058 Epoch 2/2... Discriminator Loss: 0.8873... Generator Loss: 0.9296 Epoch 2/2... Discriminator Loss: 1.1373... Generator Loss: 0.6637 Epoch 2/2... Discriminator Loss: 1.0636... Generator Loss: 1.7775 Epoch 2/2... Discriminator Loss: 1.6059... Generator Loss: 0.3531
Epoch 2/2... Discriminator Loss: 1.2814... Generator Loss: 2.2806 Epoch 2/2... Discriminator Loss: 2.2079... Generator Loss: 0.2013 Epoch 2/2... Discriminator Loss: 1.3043... Generator Loss: 3.2162 Epoch 2/2... Discriminator Loss: 0.8362... Generator Loss: 1.0379 Epoch 2/2... Discriminator Loss: 1.1215... Generator Loss: 0.6476 Epoch 2/2... Discriminator Loss: 1.0111... Generator Loss: 2.0270 Epoch 2/2... Discriminator Loss: 1.2135... Generator Loss: 0.4973 Epoch 2/2... Discriminator Loss: 0.8699... Generator Loss: 1.7034 Epoch 2/2... Discriminator Loss: 0.9549... Generator Loss: 0.9722 Epoch 2/2... Discriminator Loss: 0.7448... Generator Loss: 1.0366
Epoch 2/2... Discriminator Loss: 0.8693... Generator Loss: 1.0438 Epoch 2/2... Discriminator Loss: 0.9442... Generator Loss: 1.5001 Epoch 2/2... Discriminator Loss: 1.3852... Generator Loss: 0.4914 Epoch 2/2... Discriminator Loss: 1.0631... Generator Loss: 2.2261 Epoch 2/2... Discriminator Loss: 1.5631... Generator Loss: 0.3685 Epoch 2/2... Discriminator Loss: 0.7621... Generator Loss: 1.2257 Epoch 2/2... Discriminator Loss: 0.8027... Generator Loss: 1.5328 Epoch 2/2... Discriminator Loss: 0.8696... Generator Loss: 0.9377 Epoch 2/2... Discriminator Loss: 1.1007... Generator Loss: 0.7258 Epoch 2/2... Discriminator Loss: 0.8984... Generator Loss: 1.4459
Epoch 2/2... Discriminator Loss: 1.4652... Generator Loss: 0.4305 Epoch 2/2... Discriminator Loss: 0.6802... Generator Loss: 1.4562 Epoch 2/2... Discriminator Loss: 0.7753... Generator Loss: 1.2894 Epoch 2/2... Discriminator Loss: 1.6407... Generator Loss: 0.3150 Epoch 2/2... Discriminator Loss: 0.6806... Generator Loss: 1.6836 Epoch 2/2... Discriminator Loss: 1.0247... Generator Loss: 0.6637 Epoch 2/2... Discriminator Loss: 0.8698... Generator Loss: 1.0111 Epoch 2/2... Discriminator Loss: 0.6959... Generator Loss: 1.2394 Epoch 2/2... Discriminator Loss: 1.5258... Generator Loss: 0.3343 Epoch 2/2... Discriminator Loss: 0.8187... Generator Loss: 1.0164
Epoch 2/2... Discriminator Loss: 0.7610... Generator Loss: 1.0923 Epoch 2/2... Discriminator Loss: 1.0233... Generator Loss: 0.5919 Epoch 2/2... Discriminator Loss: 0.8477... Generator Loss: 1.9645 Epoch 2/2... Discriminator Loss: 0.8134... Generator Loss: 0.8353 Epoch 2/2... Discriminator Loss: 1.1044... Generator Loss: 0.6562 Epoch 2/2... Discriminator Loss: 0.7796... Generator Loss: 1.5693 Epoch 2/2... Discriminator Loss: 1.1271... Generator Loss: 0.5349 Epoch 2/2... Discriminator Loss: 0.7868... Generator Loss: 1.0054 Epoch 2/2... Discriminator Loss: 0.7799... Generator Loss: 1.0807 Epoch 2/2... Discriminator Loss: 1.1538... Generator Loss: 0.5425
Epoch 2/2... Discriminator Loss: 0.7869... Generator Loss: 1.1747 Epoch 2/2... Discriminator Loss: 1.0289... Generator Loss: 0.6611 Epoch 2/2... Discriminator Loss: 0.6042... Generator Loss: 1.4691 Epoch 2/2... Discriminator Loss: 1.2680... Generator Loss: 0.4864 Epoch 2/2... Discriminator Loss: 0.7293... Generator Loss: 1.7656 Epoch 2/2... Discriminator Loss: 1.0553... Generator Loss: 0.6745 Epoch 2/2... Discriminator Loss: 0.6357... Generator Loss: 1.5181 Epoch 2/2... Discriminator Loss: 1.5161... Generator Loss: 0.3758 Epoch 2/2... Discriminator Loss: 1.0872... Generator Loss: 2.3566 Epoch 2/2... Discriminator Loss: 1.8529... Generator Loss: 0.2313
Epoch 2/2... Discriminator Loss: 0.6031... Generator Loss: 2.6526 Epoch 2/2... Discriminator Loss: 0.6132... Generator Loss: 1.1025 Epoch 2/2... Discriminator Loss: 0.6200... Generator Loss: 1.2258 Epoch 2/2... Discriminator Loss: 0.7278... Generator Loss: 0.9188 Epoch 2/2... Discriminator Loss: 0.7975... Generator Loss: 0.9322 Epoch 2/2... Discriminator Loss: 0.8291... Generator Loss: 0.9165 Epoch 2/2... Discriminator Loss: 0.6933... Generator Loss: 0.9967 Epoch 2/2... Discriminator Loss: 0.7360... Generator Loss: 0.9997 Epoch 2/2... Discriminator Loss: 0.5159... Generator Loss: 1.5772 Epoch 2/2... Discriminator Loss: 0.4969... Generator Loss: 1.3626
Epoch 2/2... Discriminator Loss: 1.0274... Generator Loss: 0.6154 Epoch 2/2... Discriminator Loss: 0.6146... Generator Loss: 1.2152 Epoch 2/2... Discriminator Loss: 0.6194... Generator Loss: 1.1735 Epoch 2/2... Discriminator Loss: 0.7640... Generator Loss: 0.8675 Epoch 2/2... Discriminator Loss: 0.7901... Generator Loss: 1.0300 Epoch 2/2... Discriminator Loss: 0.7908... Generator Loss: 0.8136 Epoch 2/2... Discriminator Loss: 1.1270... Generator Loss: 0.6298 Epoch 2/2... Discriminator Loss: 0.7818... Generator Loss: 1.7218 Epoch 2/2... Discriminator Loss: 1.4378... Generator Loss: 0.4073 Epoch 2/2... Discriminator Loss: 0.7614... Generator Loss: 1.6775
Epoch 2/2... Discriminator Loss: 2.3668... Generator Loss: 0.1700 Epoch 2/2... Discriminator Loss: 1.8909... Generator Loss: 3.3997 Epoch 2/2... Discriminator Loss: 1.3294... Generator Loss: 0.4540 Epoch 2/2... Discriminator Loss: 0.7657... Generator Loss: 1.4038 Epoch 2/2... Discriminator Loss: 0.8132... Generator Loss: 1.6046 Epoch 2/2... Discriminator Loss: 1.0352... Generator Loss: 0.7700 Epoch 2/2... Discriminator Loss: 0.7950... Generator Loss: 1.1976 Epoch 2/2... Discriminator Loss: 0.9981... Generator Loss: 0.9317 Epoch 2/2... Discriminator Loss: 0.8977... Generator Loss: 1.4970 Epoch 2/2... Discriminator Loss: 1.3562... Generator Loss: 0.4526
Epoch 2/2... Discriminator Loss: 0.7030... Generator Loss: 1.1661 Epoch 2/2... Discriminator Loss: 0.7498... Generator Loss: 1.3526 Epoch 2/2... Discriminator Loss: 1.0625... Generator Loss: 0.5819 Epoch 2/2... Discriminator Loss: 0.8975... Generator Loss: 0.7708 Epoch 2/2... Discriminator Loss: 0.8559... Generator Loss: 1.8528 Epoch 2/2... Discriminator Loss: 0.9894... Generator Loss: 0.6725 Epoch 2/2... Discriminator Loss: 0.8034... Generator Loss: 1.1252 Epoch 2/2... Discriminator Loss: 0.9065... Generator Loss: 0.7400 Epoch 2/2... Discriminator Loss: 1.0897... Generator Loss: 0.5900 Epoch 2/2... Discriminator Loss: 0.6962... Generator Loss: 1.4303
Epoch 2/2... Discriminator Loss: 0.7773... Generator Loss: 0.9209 Epoch 2/2... Discriminator Loss: 0.7831... Generator Loss: 0.8269 Epoch 2/2... Discriminator Loss: 0.7165... Generator Loss: 1.0874 Epoch 2/2... Discriminator Loss: 0.8264... Generator Loss: 0.8316 Epoch 2/2... Discriminator Loss: 0.8881... Generator Loss: 0.7237 Epoch 2/2... Discriminator Loss: 0.6067... Generator Loss: 1.2859 Epoch 2/2... Discriminator Loss: 0.7894... Generator Loss: 0.9112 Epoch 2/2... Discriminator Loss: 0.6862... Generator Loss: 0.9938 Epoch 2/2... Discriminator Loss: 0.7749... Generator Loss: 1.0894 Epoch 2/2... Discriminator Loss: 1.2057... Generator Loss: 0.5165
Epoch 2/2... Discriminator Loss: 0.5543... Generator Loss: 1.6584 Epoch 2/2... Discriminator Loss: 0.9984... Generator Loss: 0.8344 Epoch 2/2... Discriminator Loss: 0.8227... Generator Loss: 0.8711 Epoch 2/2... Discriminator Loss: 0.7196... Generator Loss: 0.9565 Epoch 2/2... Discriminator Loss: 0.5466... Generator Loss: 1.4804 Epoch 2/2... Discriminator Loss: 0.5132... Generator Loss: 1.4642 Epoch 2/2... Discriminator Loss: 0.8939... Generator Loss: 0.7048 Epoch 2/2... Discriminator Loss: 0.6314... Generator Loss: 1.2883 Epoch 2/2... Discriminator Loss: 1.2598... Generator Loss: 0.4894 Epoch 2/2... Discriminator Loss: 0.7282... Generator Loss: 1.7936
Epoch 2/2... Discriminator Loss: 1.0763... Generator Loss: 0.5713 Epoch 2/2... Discriminator Loss: 0.8100... Generator Loss: 1.1067 Epoch 2/2... Discriminator Loss: 0.7128... Generator Loss: 0.9829 Epoch 2/2... Discriminator Loss: 0.6678... Generator Loss: 1.2558 Epoch 2/2... Discriminator Loss: 0.4318... Generator Loss: 1.7968 Epoch 2/2... Discriminator Loss: 1.3877... Generator Loss: 0.4205 Epoch 2/2... Discriminator Loss: 1.5562... Generator Loss: 3.5192 Epoch 2/2... Discriminator Loss: 1.1489... Generator Loss: 0.6024 Epoch 2/2... Discriminator Loss: 0.7615... Generator Loss: 1.3763 Epoch 2/2... Discriminator Loss: 0.8233... Generator Loss: 1.3906
Epoch 2/2... Discriminator Loss: 1.0244... Generator Loss: 0.6494 Epoch 2/2... Discriminator Loss: 0.9756... Generator Loss: 1.8491 Epoch 2/2... Discriminator Loss: 1.0895... Generator Loss: 0.5662 Epoch 2/2... Discriminator Loss: 0.7845... Generator Loss: 1.3607 Epoch 2/2... Discriminator Loss: 0.8781... Generator Loss: 1.4391 Epoch 2/2... Discriminator Loss: 1.4249... Generator Loss: 0.4111 Epoch 2/2... Discriminator Loss: 0.9059... Generator Loss: 2.0098 Epoch 2/2... Discriminator Loss: 0.9420... Generator Loss: 0.7652 Epoch 2/2... Discriminator Loss: 0.7249... Generator Loss: 1.1996 Epoch 2/2... Discriminator Loss: 0.8354... Generator Loss: 1.3041
Epoch 2/2... Discriminator Loss: 1.0887... Generator Loss: 0.7477 Epoch 2/2... Discriminator Loss: 0.9328... Generator Loss: 1.2556 Epoch 2/2... Discriminator Loss: 0.9157... Generator Loss: 0.7462 Epoch 2/2... Discriminator Loss: 0.9787... Generator Loss: 1.4029 Epoch 2/2... Discriminator Loss: 0.9959... Generator Loss: 0.6922 Epoch 2/2... Discriminator Loss: 0.7879... Generator Loss: 1.5714 Epoch 2/2... Discriminator Loss: 0.9980... Generator Loss: 0.6732 Epoch 2/2... Discriminator Loss: 0.9032... Generator Loss: 0.8016 Epoch 2/2... Discriminator Loss: 0.8015... Generator Loss: 2.2926 Epoch 2/2... Discriminator Loss: 1.1363... Generator Loss: 0.5892
Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.2559 Epoch 2/2... Discriminator Loss: 0.8631... Generator Loss: 0.9486 Epoch 2/2... Discriminator Loss: 1.1382... Generator Loss: 0.5955 Epoch 2/2... Discriminator Loss: 1.0540... Generator Loss: 1.8143 Epoch 2/2... Discriminator Loss: 1.5756... Generator Loss: 0.3031 Epoch 2/2... Discriminator Loss: 0.7937... Generator Loss: 1.9342 Epoch 2/2... Discriminator Loss: 0.6530... Generator Loss: 1.2268 Epoch 2/2... Discriminator Loss: 1.4226... Generator Loss: 0.3635 Epoch 2/2... Discriminator Loss: 0.8208... Generator Loss: 1.5930 Epoch 2/2... Discriminator Loss: 0.9151... Generator Loss: 0.7594
Epoch 2/2... Discriminator Loss: 0.8193... Generator Loss: 0.8912 Epoch 2/2... Discriminator Loss: 0.6566... Generator Loss: 1.1497 Epoch 2/2... Discriminator Loss: 1.2598... Generator Loss: 0.4972 Epoch 2/2... Discriminator Loss: 0.5795... Generator Loss: 1.5341 Epoch 2/2... Discriminator Loss: 1.0466... Generator Loss: 0.6152 Epoch 2/2... Discriminator Loss: 0.7153... Generator Loss: 1.2545 Epoch 2/2... Discriminator Loss: 0.7295... Generator Loss: 1.7559 Epoch 2/2... Discriminator Loss: 1.5534... Generator Loss: 0.3375 Epoch 2/2... Discriminator Loss: 0.9694... Generator Loss: 1.5140 Epoch 2/2... Discriminator Loss: 1.3760... Generator Loss: 0.3692
Epoch 2/2... Discriminator Loss: 0.6410... Generator Loss: 1.8402 Epoch 2/2... Discriminator Loss: 0.9332... Generator Loss: 0.7657 Epoch 2/2... Discriminator Loss: 0.7885... Generator Loss: 1.0021 Epoch 2/2... Discriminator Loss: 0.5574... Generator Loss: 1.5479 Epoch 2/2... Discriminator Loss: 0.8127... Generator Loss: 0.8479 Epoch 2/2... Discriminator Loss: 0.5924... Generator Loss: 1.2485 Epoch 2/2... Discriminator Loss: 1.1857... Generator Loss: 0.5369 Epoch 2/2... Discriminator Loss: 0.6258... Generator Loss: 1.3985 Epoch 2/2... Discriminator Loss: 0.8256... Generator Loss: 0.8322 Epoch 2/2... Discriminator Loss: 0.6361... Generator Loss: 1.2169
Epoch 2/2... Discriminator Loss: 1.0548... Generator Loss: 0.5970 Epoch 2/2... Discriminator Loss: 0.6652... Generator Loss: 1.7760 Epoch 2/2... Discriminator Loss: 1.1035... Generator Loss: 0.5559 Epoch 2/2... Discriminator Loss: 0.9466... Generator Loss: 1.9695 Epoch 2/2... Discriminator Loss: 1.1337... Generator Loss: 0.5434 Epoch 2/2... Discriminator Loss: 0.8364... Generator Loss: 1.1594 Epoch 2/2... Discriminator Loss: 0.6429... Generator Loss: 1.3198 Epoch 2/2... Discriminator Loss: 1.6223... Generator Loss: 0.3538 Epoch 2/2... Discriminator Loss: 0.9599... Generator Loss: 2.3228 Epoch 2/2... Discriminator Loss: 1.5311... Generator Loss: 0.3742
Epoch 2/2... Discriminator Loss: 1.3806... Generator Loss: 1.9257 Epoch 2/2... Discriminator Loss: 1.8038... Generator Loss: 0.2956 Epoch 2/2... Discriminator Loss: 0.8692... Generator Loss: 2.4773 Epoch 2/2... Discriminator Loss: 0.7536... Generator Loss: 1.0415 Epoch 2/2... Discriminator Loss: 0.8490... Generator Loss: 0.8962 Epoch 2/2... Discriminator Loss: 0.6897... Generator Loss: 1.3539 Epoch 2/2... Discriminator Loss: 0.8488... Generator Loss: 0.8878 Epoch 2/2... Discriminator Loss: 0.7145... Generator Loss: 1.1267 Epoch 2/2... Discriminator Loss: 0.8570... Generator Loss: 0.8908 Epoch 2/2... Discriminator Loss: 0.9002... Generator Loss: 1.0335
Epoch 2/2... Discriminator Loss: 1.3322... Generator Loss: 0.4974 Epoch 2/2... Discriminator Loss: 1.0814... Generator Loss: 0.8581 Epoch 2/2... Discriminator Loss: 0.7573... Generator Loss: 0.9227 Epoch 2/2... Discriminator Loss: 0.7237... Generator Loss: 1.0894 Epoch 2/2... Discriminator Loss: 1.2591... Generator Loss: 0.5084 Epoch 2/2... Discriminator Loss: 0.9239... Generator Loss: 0.7742 Epoch 2/2... Discriminator Loss: 0.6243... Generator Loss: 1.2631 Epoch 2/2... Discriminator Loss: 0.7339... Generator Loss: 1.0807 Epoch 2/2... Discriminator Loss: 0.4896... Generator Loss: 1.5425 Epoch 2/2... Discriminator Loss: 0.7264... Generator Loss: 0.9443
Epoch 2/2... Discriminator Loss: 0.9324... Generator Loss: 0.7325 Epoch 2/2... Discriminator Loss: 0.8205... Generator Loss: 1.7668 Epoch 2/2... Discriminator Loss: 0.8029... Generator Loss: 0.8305 Epoch 2/2... Discriminator Loss: 0.5667... Generator Loss: 1.7481 Epoch 2/2... Discriminator Loss: 1.0059... Generator Loss: 0.6670 Epoch 2/2... Discriminator Loss: 0.5549... Generator Loss: 1.8877 Epoch 2/2... Discriminator Loss: 0.7376... Generator Loss: 0.8722 Epoch 2/2... Discriminator Loss: 0.6071... Generator Loss: 2.0449 Epoch 2/2... Discriminator Loss: 1.0499... Generator Loss: 0.5714 Epoch 2/2... Discriminator Loss: 0.4781... Generator Loss: 1.9548
Epoch 2/2... Discriminator Loss: 0.6888... Generator Loss: 1.1836 Epoch 2/2... Discriminator Loss: 1.3709... Generator Loss: 0.3853 Epoch 2/2... Discriminator Loss: 0.6671... Generator Loss: 2.1158 Epoch 2/2... Discriminator Loss: 0.8042... Generator Loss: 0.8598 Epoch 2/2... Discriminator Loss: 0.5605... Generator Loss: 1.4137 Epoch 2/2... Discriminator Loss: 0.8132... Generator Loss: 0.8760 Epoch 2/2... Discriminator Loss: 0.8009... Generator Loss: 1.1081 Epoch 2/2... Discriminator Loss: 1.3834... Generator Loss: 0.4306 Epoch 2/2... Discriminator Loss: 0.8610... Generator Loss: 1.8162 Epoch 2/2... Discriminator Loss: 1.6293... Generator Loss: 0.3306
Epoch 2/2... Discriminator Loss: 0.8037... Generator Loss: 2.1413 Epoch 2/2... Discriminator Loss: 0.9253... Generator Loss: 0.7320 Epoch 2/2... Discriminator Loss: 0.7166... Generator Loss: 1.0926 Epoch 2/2... Discriminator Loss: 1.0867... Generator Loss: 0.6481 Epoch 2/2... Discriminator Loss: 0.5941... Generator Loss: 1.7323 Epoch 2/2... Discriminator Loss: 0.7076... Generator Loss: 1.0918 Epoch 2/2... Discriminator Loss: 0.8293... Generator Loss: 0.8048 Epoch 2/2... Discriminator Loss: 0.8502... Generator Loss: 0.8562 Epoch 2/2... Discriminator Loss: 0.6328... Generator Loss: 1.1916 Epoch 2/2... Discriminator Loss: 0.6810... Generator Loss: 1.0874
Epoch 2/2... Discriminator Loss: 0.4899... Generator Loss: 1.6568 Epoch 2/2... Discriminator Loss: 0.8521... Generator Loss: 0.7440 Epoch 2/2... Discriminator Loss: 0.8670... Generator Loss: 0.7661 Epoch 2/2... Discriminator Loss: 0.6245... Generator Loss: 1.5837 Epoch 2/2... Discriminator Loss: 1.0191... Generator Loss: 0.6108 Epoch 2/2... Discriminator Loss: 0.6804... Generator Loss: 1.3014 Epoch 2/2... Discriminator Loss: 0.5047... Generator Loss: 1.3013 Epoch 2/2... Discriminator Loss: 0.9898... Generator Loss: 0.7177 Epoch 2/2... Discriminator Loss: 0.6399... Generator Loss: 1.0313 Epoch 2/2... Discriminator Loss: 0.5379... Generator Loss: 1.6523
Epoch 2/2... Discriminator Loss: 1.6020... Generator Loss: 0.3214 Epoch 2/2... Discriminator Loss: 0.4852... Generator Loss: 2.5709 Epoch 2/2... Discriminator Loss: 1.0472... Generator Loss: 0.6546 Epoch 2/2... Discriminator Loss: 1.3390... Generator Loss: 0.4442 Epoch 2/2... Discriminator Loss: 1.3348... Generator Loss: 3.6211 Epoch 2/2... Discriminator Loss: 2.3531... Generator Loss: 0.1784 Epoch 2/2... Discriminator Loss: 3.6311... Generator Loss: 4.7600 Epoch 2/2... Discriminator Loss: 4.6003... Generator Loss: 0.0237 Epoch 2/2... Discriminator Loss: 0.6303... Generator Loss: 2.1365 Epoch 2/2... Discriminator Loss: 0.9869... Generator Loss: 2.4086
Epoch 2/2... Discriminator Loss: 1.1401... Generator Loss: 0.5810 Epoch 2/2... Discriminator Loss: 0.8463... Generator Loss: 2.2049 Epoch 2/2... Discriminator Loss: 0.8043... Generator Loss: 1.0736 Epoch 2/2... Discriminator Loss: 1.0312... Generator Loss: 0.7348 Epoch 2/2... Discriminator Loss: 0.9003... Generator Loss: 1.4176 Epoch 2/2... Discriminator Loss: 0.8359... Generator Loss: 0.9253 Epoch 2/2... Discriminator Loss: 0.9553... Generator Loss: 0.9815 Epoch 2/2... Discriminator Loss: 0.8714... Generator Loss: 0.8617 Epoch 2/2... Discriminator Loss: 0.8244... Generator Loss: 1.1018 Epoch 2/2... Discriminator Loss: 0.9424... Generator Loss: 0.7941
Epoch 2/2... Discriminator Loss: 0.8271... Generator Loss: 1.0471 Epoch 2/2... Discriminator Loss: 1.1460... Generator Loss: 0.5654 Epoch 2/2... Discriminator Loss: 0.8589... Generator Loss: 0.9959 Epoch 2/2... Discriminator Loss: 0.9972... Generator Loss: 0.7081 Epoch 2/2... Discriminator Loss: 0.9945... Generator Loss: 0.7124 Epoch 2/2... Discriminator Loss: 0.7550... Generator Loss: 1.1461 Epoch 2/2... Discriminator Loss: 1.0042... Generator Loss: 0.6019 Epoch 2/2... Discriminator Loss: 0.7921... Generator Loss: 0.9074 Epoch 2/2... Discriminator Loss: 0.5676... Generator Loss: 1.3841 Epoch 2/2... Discriminator Loss: 0.6480... Generator Loss: 1.0190
Epoch 2/2... Discriminator Loss: 1.0363... Generator Loss: 0.6253 Epoch 2/2... Discriminator Loss: 0.6876... Generator Loss: 1.4184 Epoch 2/2... Discriminator Loss: 0.7667... Generator Loss: 0.9037 Epoch 2/2... Discriminator Loss: 0.9200... Generator Loss: 0.8574 Epoch 2/2... Discriminator Loss: 0.5606... Generator Loss: 1.3016 Epoch 2/2... Discriminator Loss: 1.1754... Generator Loss: 0.5825 Epoch 2/2... Discriminator Loss: 0.6169... Generator Loss: 1.3758 Epoch 2/2... Discriminator Loss: 0.9926... Generator Loss: 0.6657 Epoch 2/2... Discriminator Loss: 0.5642... Generator Loss: 1.4101 Epoch 2/2... Discriminator Loss: 0.8131... Generator Loss: 0.9161
Epoch 2/2... Discriminator Loss: 1.0358... Generator Loss: 0.6455 Epoch 2/2... Discriminator Loss: 0.9774... Generator Loss: 0.6928 Epoch 2/2... Discriminator Loss: 0.5201... Generator Loss: 1.7207 Epoch 2/2... Discriminator Loss: 0.6734... Generator Loss: 0.9956 Epoch 2/2... Discriminator Loss: 0.9517... Generator Loss: 0.6900 Epoch 2/2... Discriminator Loss: 0.6240... Generator Loss: 1.4506 Epoch 2/2... Discriminator Loss: 0.7209... Generator Loss: 0.9493 Epoch 2/2... Discriminator Loss: 1.5310... Generator Loss: 0.3522 Epoch 2/2... Discriminator Loss: 1.0557... Generator Loss: 2.8184 Epoch 2/2... Discriminator Loss: 1.5511... Generator Loss: 0.3278
Epoch 2/2... Discriminator Loss: 0.7392... Generator Loss: 1.6835 Epoch 2/2... Discriminator Loss: 0.6664... Generator Loss: 1.0472 Epoch 2/2... Discriminator Loss: 1.0599... Generator Loss: 0.6202 Epoch 2/2... Discriminator Loss: 0.6038... Generator Loss: 1.4073 Epoch 2/2... Discriminator Loss: 1.0026... Generator Loss: 0.6967 Epoch 2/2... Discriminator Loss: 0.8004... Generator Loss: 0.8884 Epoch 2/2... Discriminator Loss: 0.7257... Generator Loss: 1.8896 Epoch 2/2... Discriminator Loss: 1.5543... Generator Loss: 0.3441 Epoch 2/2... Discriminator Loss: 0.6195... Generator Loss: 1.3187 Epoch 2/2... Discriminator Loss: 0.8314... Generator Loss: 0.8705
Epoch 2/2... Discriminator Loss: 0.8300... Generator Loss: 0.7722 Epoch 2/2... Discriminator Loss: 0.6640... Generator Loss: 1.7987 Epoch 2/2... Discriminator Loss: 1.0063... Generator Loss: 0.6344 Epoch 2/2... Discriminator Loss: 0.8241... Generator Loss: 0.8735
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 64
z_dim = 100
learning_rate = 0.0004
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/1... Discriminator Loss: 8.3864... Generator Loss: 0.0004 Epoch 1/1... Discriminator Loss: 1.1948... Generator Loss: 0.6121 Epoch 1/1... Discriminator Loss: 0.6675... Generator Loss: 4.0216 Epoch 1/1... Discriminator Loss: 0.9010... Generator Loss: 1.0718 Epoch 1/1... Discriminator Loss: 0.4981... Generator Loss: 1.7252 Epoch 1/1... Discriminator Loss: 0.3604... Generator Loss: 2.5566 Epoch 1/1... Discriminator Loss: 0.2319... Generator Loss: 2.2490 Epoch 1/1... Discriminator Loss: 0.0745... Generator Loss: 4.7460 Epoch 1/1... Discriminator Loss: 0.0887... Generator Loss: 3.1831 Epoch 1/1... Discriminator Loss: 0.1965... Generator Loss: 2.3560
Epoch 1/1... Discriminator Loss: 0.1171... Generator Loss: 2.8187 Epoch 1/1... Discriminator Loss: 0.0565... Generator Loss: 5.5088 Epoch 1/1... Discriminator Loss: 0.0422... Generator Loss: 4.3627 Epoch 1/1... Discriminator Loss: 0.0364... Generator Loss: 3.9014 Epoch 1/1... Discriminator Loss: 0.0276... Generator Loss: 4.5667 Epoch 1/1... Discriminator Loss: 0.4263... Generator Loss: 1.3619 Epoch 1/1... Discriminator Loss: 0.0333... Generator Loss: 16.0758 Epoch 1/1... Discriminator Loss: 0.0783... Generator Loss: 16.1689 Epoch 1/1... Discriminator Loss: 0.0204... Generator Loss: 11.5002 Epoch 1/1... Discriminator Loss: 0.0076... Generator Loss: 8.2272
Epoch 1/1... Discriminator Loss: 0.0058... Generator Loss: 6.1308 Epoch 1/1... Discriminator Loss: 0.0204... Generator Loss: 4.3159 Epoch 1/1... Discriminator Loss: 0.0066... Generator Loss: 6.7407 Epoch 1/1... Discriminator Loss: 0.0081... Generator Loss: 5.5652 Epoch 1/1... Discriminator Loss: 0.1296... Generator Loss: 2.7608 Epoch 1/1... Discriminator Loss: 0.0222... Generator Loss: 15.2337 Epoch 1/1... Discriminator Loss: 0.0088... Generator Loss: 17.8468 Epoch 1/1... Discriminator Loss: 0.0090... Generator Loss: 16.0259 Epoch 1/1... Discriminator Loss: 0.0033... Generator Loss: 13.2216 Epoch 1/1... Discriminator Loss: 0.0025... Generator Loss: 8.3292
Epoch 1/1... Discriminator Loss: 0.0111... Generator Loss: 5.0896 Epoch 1/1... Discriminator Loss: 0.0139... Generator Loss: 4.8616 Epoch 1/1... Discriminator Loss: 0.0178... Generator Loss: 4.9546 Epoch 1/1... Discriminator Loss: 0.0345... Generator Loss: 3.9981 Epoch 1/1... Discriminator Loss: 0.0032... Generator Loss: 6.4046 Epoch 1/1... Discriminator Loss: 0.0252... Generator Loss: 4.5417 Epoch 1/1... Discriminator Loss: 0.1002... Generator Loss: 3.1962 Epoch 1/1... Discriminator Loss: 0.0123... Generator Loss: 7.0668 Epoch 1/1... Discriminator Loss: 0.0114... Generator Loss: 7.6410 Epoch 1/1... Discriminator Loss: 0.0364... Generator Loss: 4.6189
Epoch 1/1... Discriminator Loss: 0.0371... Generator Loss: 4.0623 Epoch 1/1... Discriminator Loss: 0.0226... Generator Loss: 5.0530 Epoch 1/1... Discriminator Loss: 0.2464... Generator Loss: 2.2714 Epoch 1/1... Discriminator Loss: 0.2608... Generator Loss: 17.2899 Epoch 1/1... Discriminator Loss: 0.0082... Generator Loss: 7.0111 Epoch 1/1... Discriminator Loss: 7.7125... Generator Loss: 0.0023 Epoch 1/1... Discriminator Loss: 3.5701... Generator Loss: 26.4469 Epoch 1/1... Discriminator Loss: 0.0361... Generator Loss: 20.1820 Epoch 1/1... Discriminator Loss: 1.2009... Generator Loss: 1.3634 Epoch 1/1... Discriminator Loss: 0.0916... Generator Loss: 5.3727
Epoch 1/1... Discriminator Loss: 1.5335... Generator Loss: 1.0253 Epoch 1/1... Discriminator Loss: 0.6681... Generator Loss: 6.5115 Epoch 1/1... Discriminator Loss: 0.3322... Generator Loss: 5.3584 Epoch 1/1... Discriminator Loss: 3.2562... Generator Loss: 0.2608 Epoch 1/1... Discriminator Loss: 0.7988... Generator Loss: 9.4702 Epoch 1/1... Discriminator Loss: 0.3173... Generator Loss: 3.6236 Epoch 1/1... Discriminator Loss: 2.8084... Generator Loss: 0.5311 Epoch 1/1... Discriminator Loss: 0.6944... Generator Loss: 5.6567 Epoch 1/1... Discriminator Loss: 0.5122... Generator Loss: 2.2624 Epoch 1/1... Discriminator Loss: 1.4044... Generator Loss: 0.6963
Epoch 1/1... Discriminator Loss: 0.5991... Generator Loss: 4.1124 Epoch 1/1... Discriminator Loss: 0.7573... Generator Loss: 1.4775 Epoch 1/1... Discriminator Loss: 1.1746... Generator Loss: 0.6921 Epoch 1/1... Discriminator Loss: 0.6429... Generator Loss: 3.4329 Epoch 1/1... Discriminator Loss: 0.8846... Generator Loss: 1.4050 Epoch 1/1... Discriminator Loss: 1.5487... Generator Loss: 0.6179 Epoch 1/1... Discriminator Loss: 0.8625... Generator Loss: 2.2787 Epoch 1/1... Discriminator Loss: 1.7535... Generator Loss: 0.5140 Epoch 1/1... Discriminator Loss: 0.9308... Generator Loss: 3.5095 Epoch 1/1... Discriminator Loss: 0.8831... Generator Loss: 1.2179
Epoch 1/1... Discriminator Loss: 1.0653... Generator Loss: 0.7432 Epoch 1/1... Discriminator Loss: 0.5595... Generator Loss: 2.6905 Epoch 1/1... Discriminator Loss: 1.7314... Generator Loss: 0.6695 Epoch 1/1... Discriminator Loss: 1.0621... Generator Loss: 3.9547 Epoch 1/1... Discriminator Loss: 1.5340... Generator Loss: 0.4369 Epoch 1/1... Discriminator Loss: 0.7767... Generator Loss: 4.1543 Epoch 1/1... Discriminator Loss: 0.5609... Generator Loss: 1.6049 Epoch 1/1... Discriminator Loss: 0.5511... Generator Loss: 1.3898 Epoch 1/1... Discriminator Loss: 0.5421... Generator Loss: 2.0875 Epoch 1/1... Discriminator Loss: 0.7740... Generator Loss: 1.1562
Epoch 1/1... Discriminator Loss: 0.7103... Generator Loss: 1.1005 Epoch 1/1... Discriminator Loss: 0.5624... Generator Loss: 2.9998 Epoch 1/1... Discriminator Loss: 0.9595... Generator Loss: 0.9036 Epoch 1/1... Discriminator Loss: 0.8184... Generator Loss: 6.2331 Epoch 1/1... Discriminator Loss: 0.2893... Generator Loss: 1.7756 Epoch 1/1... Discriminator Loss: 1.2053... Generator Loss: 0.5546 Epoch 1/1... Discriminator Loss: 0.5203... Generator Loss: 6.5100 Epoch 1/1... Discriminator Loss: 0.2213... Generator Loss: 4.7881 Epoch 1/1... Discriminator Loss: 1.0871... Generator Loss: 0.8974 Epoch 1/1... Discriminator Loss: 0.3248... Generator Loss: 2.7137
Epoch 1/1... Discriminator Loss: 0.3305... Generator Loss: 2.8473 Epoch 1/1... Discriminator Loss: 0.7025... Generator Loss: 1.0717 Epoch 1/1... Discriminator Loss: 0.5185... Generator Loss: 1.5423 Epoch 1/1... Discriminator Loss: 0.4560... Generator Loss: 2.3570 Epoch 1/1... Discriminator Loss: 2.1665... Generator Loss: 0.2081 Epoch 1/1... Discriminator Loss: 3.1028... Generator Loss: 10.1263 Epoch 1/1... Discriminator Loss: 1.4403... Generator Loss: 0.5763 Epoch 1/1... Discriminator Loss: 0.1346... Generator Loss: 3.0135 Epoch 1/1... Discriminator Loss: 0.1816... Generator Loss: 3.7544 Epoch 1/1... Discriminator Loss: 0.2449... Generator Loss: 2.4676
Epoch 1/1... Discriminator Loss: 0.4167... Generator Loss: 1.6724 Epoch 1/1... Discriminator Loss: 0.3335... Generator Loss: 2.1001 Epoch 1/1... Discriminator Loss: 0.4092... Generator Loss: 1.6504 Epoch 1/1... Discriminator Loss: 0.3596... Generator Loss: 2.4237 Epoch 1/1... Discriminator Loss: 0.2637... Generator Loss: 2.3077 Epoch 1/1... Discriminator Loss: 0.3125... Generator Loss: 1.9901 Epoch 1/1... Discriminator Loss: 0.2437... Generator Loss: 2.2210 Epoch 1/1... Discriminator Loss: 0.3321... Generator Loss: 2.0986 Epoch 1/1... Discriminator Loss: 0.9176... Generator Loss: 0.8266 Epoch 1/1... Discriminator Loss: 1.0872... Generator Loss: 5.8163
Epoch 1/1... Discriminator Loss: 3.2627... Generator Loss: 0.0645 Epoch 1/1... Discriminator Loss: 1.5253... Generator Loss: 12.9957 Epoch 1/1... Discriminator Loss: 0.3969... Generator Loss: 6.6600 Epoch 1/1... Discriminator Loss: 1.2330... Generator Loss: 0.6877 Epoch 1/1... Discriminator Loss: 0.2712... Generator Loss: 4.5865 Epoch 1/1... Discriminator Loss: 0.2307... Generator Loss: 4.9443 Epoch 1/1... Discriminator Loss: 0.1811... Generator Loss: 3.4559 Epoch 1/1... Discriminator Loss: 0.3408... Generator Loss: 2.2149 Epoch 1/1... Discriminator Loss: 0.2688... Generator Loss: 2.2718 Epoch 1/1... Discriminator Loss: 0.1908... Generator Loss: 2.6180
Epoch 1/1... Discriminator Loss: 0.1927... Generator Loss: 2.2886 Epoch 1/1... Discriminator Loss: 0.2729... Generator Loss: 2.2257 Epoch 1/1... Discriminator Loss: 0.6567... Generator Loss: 1.1302 Epoch 1/1... Discriminator Loss: 0.4006... Generator Loss: 5.4905 Epoch 1/1... Discriminator Loss: 0.1264... Generator Loss: 3.2205 Epoch 1/1... Discriminator Loss: 0.8997... Generator Loss: 0.7791 Epoch 1/1... Discriminator Loss: 0.4409... Generator Loss: 11.4507 Epoch 1/1... Discriminator Loss: 0.2186... Generator Loss: 8.6388 Epoch 1/1... Discriminator Loss: 0.1160... Generator Loss: 3.2847 Epoch 1/1... Discriminator Loss: 0.5809... Generator Loss: 1.3753
Epoch 1/1... Discriminator Loss: 0.2461... Generator Loss: 7.4786 Epoch 1/1... Discriminator Loss: 0.1216... Generator Loss: 6.7289 Epoch 1/1... Discriminator Loss: 0.2656... Generator Loss: 2.2779 Epoch 1/1... Discriminator Loss: 0.1906... Generator Loss: 2.2612 Epoch 1/1... Discriminator Loss: 0.1494... Generator Loss: 3.4218 Epoch 1/1... Discriminator Loss: 0.0913... Generator Loss: 3.4412 Epoch 1/1... Discriminator Loss: 0.2739... Generator Loss: 2.0359 Epoch 1/1... Discriminator Loss: 0.0665... Generator Loss: 7.3518 Epoch 1/1... Discriminator Loss: 0.1288... Generator Loss: 3.0360 Epoch 1/1... Discriminator Loss: 0.2310... Generator Loss: 2.1472
Epoch 1/1... Discriminator Loss: 0.0634... Generator Loss: 5.9082 Epoch 1/1... Discriminator Loss: 0.1035... Generator Loss: 4.0656 Epoch 1/1... Discriminator Loss: 0.5871... Generator Loss: 1.0489 Epoch 1/1... Discriminator Loss: 0.4447... Generator Loss: 5.9745 Epoch 1/1... Discriminator Loss: 0.2021... Generator Loss: 2.1020 Epoch 1/1... Discriminator Loss: 0.0869... Generator Loss: 3.0842 Epoch 1/1... Discriminator Loss: 0.0212... Generator Loss: 6.0859 Epoch 1/1... Discriminator Loss: 0.6231... Generator Loss: 0.9609 Epoch 1/1... Discriminator Loss: 0.5292... Generator Loss: 5.1272 Epoch 1/1... Discriminator Loss: 1.2651... Generator Loss: 0.5042
Epoch 1/1... Discriminator Loss: 1.9815... Generator Loss: 11.0795 Epoch 1/1... Discriminator Loss: 0.9459... Generator Loss: 1.4478 Epoch 1/1... Discriminator Loss: 1.2179... Generator Loss: 0.7321 Epoch 1/1... Discriminator Loss: 0.6545... Generator Loss: 3.6665 Epoch 1/1... Discriminator Loss: 0.8393... Generator Loss: 1.8095 Epoch 1/1... Discriminator Loss: 1.7461... Generator Loss: 0.4683 Epoch 1/1... Discriminator Loss: 1.6002... Generator Loss: 5.6860 Epoch 1/1... Discriminator Loss: 1.9956... Generator Loss: 0.2942 Epoch 1/1... Discriminator Loss: 0.6357... Generator Loss: 3.0942 Epoch 1/1... Discriminator Loss: 0.6901... Generator Loss: 1.5001
Epoch 1/1... Discriminator Loss: 1.9343... Generator Loss: 0.4811 Epoch 1/1... Discriminator Loss: 3.2292... Generator Loss: 6.5946 Epoch 1/1... Discriminator Loss: 2.2158... Generator Loss: 0.1985 Epoch 1/1... Discriminator Loss: 0.5958... Generator Loss: 2.0704 Epoch 1/1... Discriminator Loss: 0.5440... Generator Loss: 2.7254 Epoch 1/1... Discriminator Loss: 1.7761... Generator Loss: 0.3992 Epoch 1/1... Discriminator Loss: 1.5438... Generator Loss: 1.9839 Epoch 1/1... Discriminator Loss: 1.5663... Generator Loss: 0.5162 Epoch 1/1... Discriminator Loss: 1.1353... Generator Loss: 0.7605 Epoch 1/1... Discriminator Loss: 0.9744... Generator Loss: 1.7233
Epoch 1/1... Discriminator Loss: 0.9856... Generator Loss: 0.8785 Epoch 1/1... Discriminator Loss: 0.7198... Generator Loss: 1.9116 Epoch 1/1... Discriminator Loss: 1.2280... Generator Loss: 0.6674 Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 1.4301 Epoch 1/1... Discriminator Loss: 0.9123... Generator Loss: 0.8950 Epoch 1/1... Discriminator Loss: 0.7829... Generator Loss: 1.1820 Epoch 1/1... Discriminator Loss: 0.4222... Generator Loss: 2.9781 Epoch 1/1... Discriminator Loss: 1.0650... Generator Loss: 0.6839 Epoch 1/1... Discriminator Loss: 1.2880... Generator Loss: 2.8802 Epoch 1/1... Discriminator Loss: 2.4971... Generator Loss: 0.1296
Epoch 1/1... Discriminator Loss: 1.9359... Generator Loss: 4.2268 Epoch 1/1... Discriminator Loss: 0.8170... Generator Loss: 0.9136 Epoch 1/1... Discriminator Loss: 1.1590... Generator Loss: 0.6758 Epoch 1/1... Discriminator Loss: 0.7831... Generator Loss: 2.1613 Epoch 1/1... Discriminator Loss: 1.3366... Generator Loss: 0.6202 Epoch 1/1... Discriminator Loss: 1.3862... Generator Loss: 0.4819 Epoch 1/1... Discriminator Loss: 1.3326... Generator Loss: 2.3909 Epoch 1/1... Discriminator Loss: 1.2478... Generator Loss: 0.5722 Epoch 1/1... Discriminator Loss: 0.7668... Generator Loss: 2.4727 Epoch 1/1... Discriminator Loss: 1.2538... Generator Loss: 0.5010
Epoch 1/1... Discriminator Loss: 1.7201... Generator Loss: 3.8954 Epoch 1/1... Discriminator Loss: 1.3798... Generator Loss: 0.5198 Epoch 1/1... Discriminator Loss: 0.9587... Generator Loss: 1.8751 Epoch 1/1... Discriminator Loss: 1.3906... Generator Loss: 0.4757 Epoch 1/1... Discriminator Loss: 1.1582... Generator Loss: 1.6620 Epoch 1/1... Discriminator Loss: 1.2969... Generator Loss: 0.5938 Epoch 1/1... Discriminator Loss: 0.8048... Generator Loss: 1.3147 Epoch 1/1... Discriminator Loss: 0.8984... Generator Loss: 1.0512 Epoch 1/1... Discriminator Loss: 0.5075... Generator Loss: 2.0482 Epoch 1/1... Discriminator Loss: 1.8725... Generator Loss: 0.2372
Epoch 1/1... Discriminator Loss: 2.1592... Generator Loss: 4.1065 Epoch 1/1... Discriminator Loss: 1.1503... Generator Loss: 0.7248 Epoch 1/1... Discriminator Loss: 1.4497... Generator Loss: 0.4211 Epoch 1/1... Discriminator Loss: 1.6356... Generator Loss: 2.0760 Epoch 1/1... Discriminator Loss: 1.2704... Generator Loss: 0.5079 Epoch 1/1... Discriminator Loss: 1.2237... Generator Loss: 0.7407 Epoch 1/1... Discriminator Loss: 1.1632... Generator Loss: 1.7068 Epoch 1/1... Discriminator Loss: 0.8633... Generator Loss: 0.8735 Epoch 1/1... Discriminator Loss: 0.5637... Generator Loss: 2.0488 Epoch 1/1... Discriminator Loss: 1.1206... Generator Loss: 0.6126
Epoch 1/1... Discriminator Loss: 1.0113... Generator Loss: 3.5116 Epoch 1/1... Discriminator Loss: 2.2831... Generator Loss: 0.1710 Epoch 1/1... Discriminator Loss: 1.6051... Generator Loss: 3.1986 Epoch 1/1... Discriminator Loss: 0.7059... Generator Loss: 1.2857 Epoch 1/1... Discriminator Loss: 1.6754... Generator Loss: 0.2651 Epoch 1/1... Discriminator Loss: 0.8611... Generator Loss: 3.7898 Epoch 1/1... Discriminator Loss: 1.1114... Generator Loss: 0.6214 Epoch 1/1... Discriminator Loss: 0.8630... Generator Loss: 1.0981 Epoch 1/1... Discriminator Loss: 1.0024... Generator Loss: 1.0226 Epoch 1/1... Discriminator Loss: 1.0685... Generator Loss: 0.7827
Epoch 1/1... Discriminator Loss: 1.1369... Generator Loss: 1.2207 Epoch 1/1... Discriminator Loss: 1.6160... Generator Loss: 0.3483 Epoch 1/1... Discriminator Loss: 1.3235... Generator Loss: 1.2477 Epoch 1/1... Discriminator Loss: 1.3315... Generator Loss: 0.6953 Epoch 1/1... Discriminator Loss: 0.5672... Generator Loss: 2.7382 Epoch 1/1... Discriminator Loss: 1.7202... Generator Loss: 0.2510 Epoch 1/1... Discriminator Loss: 0.9621... Generator Loss: 2.5051 Epoch 1/1... Discriminator Loss: 0.7082... Generator Loss: 1.3639 Epoch 1/1... Discriminator Loss: 0.8997... Generator Loss: 0.7911 Epoch 1/1... Discriminator Loss: 0.8835... Generator Loss: 2.4726
Epoch 1/1... Discriminator Loss: 1.0914... Generator Loss: 0.6212 Epoch 1/1... Discriminator Loss: 0.8601... Generator Loss: 1.5088 Epoch 1/1... Discriminator Loss: 1.5319... Generator Loss: 0.3981 Epoch 1/1... Discriminator Loss: 1.3633... Generator Loss: 2.3689 Epoch 1/1... Discriminator Loss: 0.9567... Generator Loss: 0.7247 Epoch 1/1... Discriminator Loss: 0.7907... Generator Loss: 1.0421 Epoch 1/1... Discriminator Loss: 1.0494... Generator Loss: 0.9614 Epoch 1/1... Discriminator Loss: 1.0770... Generator Loss: 0.9995 Epoch 1/1... Discriminator Loss: 0.7446... Generator Loss: 1.4284 Epoch 1/1... Discriminator Loss: 0.8417... Generator Loss: 0.9298
Epoch 1/1... Discriminator Loss: 0.4850... Generator Loss: 3.6088 Epoch 1/1... Discriminator Loss: 2.6649... Generator Loss: 0.1002 Epoch 1/1... Discriminator Loss: 3.1477... Generator Loss: 6.1691 Epoch 1/1... Discriminator Loss: 0.7466... Generator Loss: 1.7844 Epoch 1/1... Discriminator Loss: 1.4227... Generator Loss: 0.3431 Epoch 1/1... Discriminator Loss: 0.7525... Generator Loss: 0.9321 Epoch 1/1... Discriminator Loss: 0.9490... Generator Loss: 1.5800 Epoch 1/1... Discriminator Loss: 1.0448... Generator Loss: 0.8496 Epoch 1/1... Discriminator Loss: 1.0559... Generator Loss: 0.8277 Epoch 1/1... Discriminator Loss: 1.0040... Generator Loss: 1.0891
Epoch 1/1... Discriminator Loss: 0.6514... Generator Loss: 1.5512 Epoch 1/1... Discriminator Loss: 0.8398... Generator Loss: 1.0607 Epoch 1/1... Discriminator Loss: 1.1159... Generator Loss: 0.8896 Epoch 1/1... Discriminator Loss: 1.2569... Generator Loss: 0.6635 Epoch 1/1... Discriminator Loss: 1.0311... Generator Loss: 1.8351 Epoch 1/1... Discriminator Loss: 0.8447... Generator Loss: 0.9230 Epoch 1/1... Discriminator Loss: 0.8128... Generator Loss: 0.8827 Epoch 1/1... Discriminator Loss: 0.7091... Generator Loss: 1.7419 Epoch 1/1... Discriminator Loss: 0.5619... Generator Loss: 1.2626 Epoch 1/1... Discriminator Loss: 0.4412... Generator Loss: 2.0649
Epoch 1/1... Discriminator Loss: 2.2598... Generator Loss: 0.1759 Epoch 1/1... Discriminator Loss: 4.0162... Generator Loss: 6.0826 Epoch 1/1... Discriminator Loss: 1.0059... Generator Loss: 0.9781 Epoch 1/1... Discriminator Loss: 1.9200... Generator Loss: 0.2156 Epoch 1/1... Discriminator Loss: 1.3587... Generator Loss: 2.2146 Epoch 1/1... Discriminator Loss: 1.0507... Generator Loss: 0.6520 Epoch 1/1... Discriminator Loss: 0.8584... Generator Loss: 0.9988 Epoch 1/1... Discriminator Loss: 0.9890... Generator Loss: 1.1783 Epoch 1/1... Discriminator Loss: 1.1845... Generator Loss: 0.6437 Epoch 1/1... Discriminator Loss: 0.8456... Generator Loss: 2.0450
Epoch 1/1... Discriminator Loss: 0.3806... Generator Loss: 2.0371 Epoch 1/1... Discriminator Loss: 2.0689... Generator Loss: 0.2015 Epoch 1/1... Discriminator Loss: 0.8649... Generator Loss: 3.0752 Epoch 1/1... Discriminator Loss: 0.6003... Generator Loss: 1.8496 Epoch 1/1... Discriminator Loss: 1.8072... Generator Loss: 0.2508 Epoch 1/1... Discriminator Loss: 1.2744... Generator Loss: 2.5627 Epoch 1/1... Discriminator Loss: 1.1791... Generator Loss: 0.6440 Epoch 1/1... Discriminator Loss: 1.0750... Generator Loss: 0.8399 Epoch 1/1... Discriminator Loss: 0.9353... Generator Loss: 1.3178 Epoch 1/1... Discriminator Loss: 0.8989... Generator Loss: 1.0424
Epoch 1/1... Discriminator Loss: 0.5612... Generator Loss: 1.6705 Epoch 1/1... Discriminator Loss: 0.4351... Generator Loss: 1.9752 Epoch 1/1... Discriminator Loss: 2.0849... Generator Loss: 0.1905 Epoch 1/1... Discriminator Loss: 1.9036... Generator Loss: 3.7846 Epoch 1/1... Discriminator Loss: 0.6521... Generator Loss: 1.3049 Epoch 1/1... Discriminator Loss: 1.9153... Generator Loss: 0.2189 Epoch 1/1... Discriminator Loss: 2.0057... Generator Loss: 2.9269 Epoch 1/1... Discriminator Loss: 1.0427... Generator Loss: 1.1011 Epoch 1/1... Discriminator Loss: 1.6761... Generator Loss: 0.2760 Epoch 1/1... Discriminator Loss: 1.2743... Generator Loss: 2.4142
Epoch 1/1... Discriminator Loss: 0.5691... Generator Loss: 1.8293 Epoch 1/1... Discriminator Loss: 1.0128... Generator Loss: 0.6680 Epoch 1/1... Discriminator Loss: 1.3897... Generator Loss: 0.5031 Epoch 1/1... Discriminator Loss: 1.4394... Generator Loss: 1.9314 Epoch 1/1... Discriminator Loss: 1.6020... Generator Loss: 0.3562 Epoch 1/1... Discriminator Loss: 0.8753... Generator Loss: 1.1865 Epoch 1/1... Discriminator Loss: 0.6502... Generator Loss: 1.6882 Epoch 1/1... Discriminator Loss: 1.2237... Generator Loss: 0.5116 Epoch 1/1... Discriminator Loss: 1.1981... Generator Loss: 0.9392 Epoch 1/1... Discriminator Loss: 0.9152... Generator Loss: 1.8143
Epoch 1/1... Discriminator Loss: 0.4042... Generator Loss: 2.3472 Epoch 1/1... Discriminator Loss: 2.3844... Generator Loss: 0.1339 Epoch 1/1... Discriminator Loss: 1.4221... Generator Loss: 2.8597 Epoch 1/1... Discriminator Loss: 0.7469... Generator Loss: 2.3743 Epoch 1/1... Discriminator Loss: 1.9722... Generator Loss: 0.2684 Epoch 1/1... Discriminator Loss: 0.8447... Generator Loss: 1.5003 Epoch 1/1... Discriminator Loss: 1.0656... Generator Loss: 1.0709 Epoch 1/1... Discriminator Loss: 1.0805... Generator Loss: 0.7920 Epoch 1/1... Discriminator Loss: 0.9162... Generator Loss: 0.9123 Epoch 1/1... Discriminator Loss: 1.3717... Generator Loss: 0.8872
Epoch 1/1... Discriminator Loss: 1.3717... Generator Loss: 0.6039 Epoch 1/1... Discriminator Loss: 1.2636... Generator Loss: 0.9832 Epoch 1/1... Discriminator Loss: 1.1456... Generator Loss: 1.0155 Epoch 1/1... Discriminator Loss: 0.9850... Generator Loss: 1.0958 Epoch 1/1... Discriminator Loss: 0.9862... Generator Loss: 0.8491 Epoch 1/1... Discriminator Loss: 0.6187... Generator Loss: 1.6437 Epoch 1/1... Discriminator Loss: 1.7375... Generator Loss: 0.3141 Epoch 1/1... Discriminator Loss: 1.3400... Generator Loss: 1.6598 Epoch 1/1... Discriminator Loss: 0.7009... Generator Loss: 1.4212 Epoch 1/1... Discriminator Loss: 1.4255... Generator Loss: 0.4366
Epoch 1/1... Discriminator Loss: 1.1238... Generator Loss: 1.6023 Epoch 1/1... Discriminator Loss: 1.2963... Generator Loss: 0.6760 Epoch 1/1... Discriminator Loss: 1.1416... Generator Loss: 1.0189 Epoch 1/1... Discriminator Loss: 1.2218... Generator Loss: 0.6356 Epoch 1/1... Discriminator Loss: 1.0568... Generator Loss: 2.2839 Epoch 1/1... Discriminator Loss: 1.7059... Generator Loss: 0.3156 Epoch 1/1... Discriminator Loss: 1.3579... Generator Loss: 1.3146 Epoch 1/1... Discriminator Loss: 0.5361... Generator Loss: 2.5936 Epoch 1/1... Discriminator Loss: 0.6652... Generator Loss: 1.0107 Epoch 1/1... Discriminator Loss: 1.1637... Generator Loss: 0.4712
Epoch 1/1... Discriminator Loss: 1.1277... Generator Loss: 2.3483 Epoch 1/1... Discriminator Loss: 0.7471... Generator Loss: 1.1510 Epoch 1/1... Discriminator Loss: 1.6933... Generator Loss: 0.2933 Epoch 1/1... Discriminator Loss: 1.9590... Generator Loss: 3.3047 Epoch 1/1... Discriminator Loss: 1.2627... Generator Loss: 0.4463 Epoch 1/1... Discriminator Loss: 1.3054... Generator Loss: 0.9137 Epoch 1/1... Discriminator Loss: 1.3599... Generator Loss: 0.9664 Epoch 1/1... Discriminator Loss: 1.7022... Generator Loss: 0.3365 Epoch 1/1... Discriminator Loss: 1.6898... Generator Loss: 1.2749 Epoch 1/1... Discriminator Loss: 1.4223... Generator Loss: 0.6191
Epoch 1/1... Discriminator Loss: 1.2167... Generator Loss: 0.9658 Epoch 1/1... Discriminator Loss: 0.6350... Generator Loss: 2.7915 Epoch 1/1... Discriminator Loss: 0.6323... Generator Loss: 1.1452 Epoch 1/1... Discriminator Loss: 1.8946... Generator Loss: 0.2851 Epoch 1/1... Discriminator Loss: 1.1328... Generator Loss: 2.1634 Epoch 1/1... Discriminator Loss: 1.2110... Generator Loss: 0.5804 Epoch 1/1... Discriminator Loss: 1.1495... Generator Loss: 0.7283 Epoch 1/1... Discriminator Loss: 1.2383... Generator Loss: 1.4378 Epoch 1/1... Discriminator Loss: 1.4564... Generator Loss: 0.4556 Epoch 1/1... Discriminator Loss: 1.2150... Generator Loss: 1.6346
Epoch 1/1... Discriminator Loss: 1.2849... Generator Loss: 0.5061 Epoch 1/1... Discriminator Loss: 1.0246... Generator Loss: 0.9776 Epoch 1/1... Discriminator Loss: 1.0167... Generator Loss: 1.1014 Epoch 1/1... Discriminator Loss: 1.1150... Generator Loss: 0.8236 Epoch 1/1... Discriminator Loss: 1.1676... Generator Loss: 0.8477 Epoch 1/1... Discriminator Loss: 0.8036... Generator Loss: 4.0844 Epoch 1/1... Discriminator Loss: 1.3911... Generator Loss: 0.3984 Epoch 1/1... Discriminator Loss: 0.6519... Generator Loss: 1.8000 Epoch 1/1... Discriminator Loss: 1.1515... Generator Loss: 0.5949 Epoch 1/1... Discriminator Loss: 1.1778... Generator Loss: 1.3258
Epoch 1/1... Discriminator Loss: 0.8471... Generator Loss: 1.1769 Epoch 1/1... Discriminator Loss: 0.6069... Generator Loss: 1.8482 Epoch 1/1... Discriminator Loss: 1.5671... Generator Loss: 0.3335 Epoch 1/1... Discriminator Loss: 1.9711... Generator Loss: 4.3435 Epoch 1/1... Discriminator Loss: 1.1093... Generator Loss: 0.6782 Epoch 1/1... Discriminator Loss: 0.9135... Generator Loss: 0.9830 Epoch 1/1... Discriminator Loss: 1.0452... Generator Loss: 0.9282 Epoch 1/1... Discriminator Loss: 1.2675... Generator Loss: 0.5906 Epoch 1/1... Discriminator Loss: 1.1653... Generator Loss: 1.6024 Epoch 1/1... Discriminator Loss: 1.3235... Generator Loss: 0.4766
Epoch 1/1... Discriminator Loss: 1.5061... Generator Loss: 0.6014 Epoch 1/1... Discriminator Loss: 1.6095... Generator Loss: 0.9253 Epoch 1/1... Discriminator Loss: 1.8231... Generator Loss: 0.3611 Epoch 1/1... Discriminator Loss: 1.3457... Generator Loss: 2.7442 Epoch 1/1... Discriminator Loss: 0.3393... Generator Loss: 2.5030 Epoch 1/1... Discriminator Loss: 1.8939... Generator Loss: 0.2188 Epoch 1/1... Discriminator Loss: 0.6641... Generator Loss: 1.5773 Epoch 1/1... Discriminator Loss: 0.9313... Generator Loss: 1.0710 Epoch 1/1... Discriminator Loss: 0.9458... Generator Loss: 0.9987 Epoch 1/1... Discriminator Loss: 0.8949... Generator Loss: 1.2968
Epoch 1/1... Discriminator Loss: 1.3713... Generator Loss: 0.4734 Epoch 1/1... Discriminator Loss: 1.6368... Generator Loss: 2.0837 Epoch 1/1... Discriminator Loss: 1.5307... Generator Loss: 0.3475 Epoch 1/1... Discriminator Loss: 1.1018... Generator Loss: 1.6409 Epoch 1/1... Discriminator Loss: 1.0160... Generator Loss: 1.0349 Epoch 1/1... Discriminator Loss: 1.2669... Generator Loss: 0.4951 Epoch 1/1... Discriminator Loss: 1.3375... Generator Loss: 1.2711 Epoch 1/1... Discriminator Loss: 1.1112... Generator Loss: 1.0399 Epoch 1/1... Discriminator Loss: 1.4498... Generator Loss: 0.4965 Epoch 1/1... Discriminator Loss: 1.1278... Generator Loss: 1.6298
Epoch 1/1... Discriminator Loss: 0.6911... Generator Loss: 1.4200 Epoch 1/1... Discriminator Loss: 0.7891... Generator Loss: 0.8801 Epoch 1/1... Discriminator Loss: 0.7506... Generator Loss: 1.2194 Epoch 1/1... Discriminator Loss: 0.6526... Generator Loss: 2.1861 Epoch 1/1... Discriminator Loss: 1.7295... Generator Loss: 0.2953 Epoch 1/1... Discriminator Loss: 1.7623... Generator Loss: 2.5624 Epoch 1/1... Discriminator Loss: 1.1430... Generator Loss: 0.5178 Epoch 1/1... Discriminator Loss: 0.9766... Generator Loss: 1.0869 Epoch 1/1... Discriminator Loss: 1.0544... Generator Loss: 1.2290 Epoch 1/1... Discriminator Loss: 1.2550... Generator Loss: 0.6383
Epoch 1/1... Discriminator Loss: 1.3055... Generator Loss: 1.4214 Epoch 1/1... Discriminator Loss: 0.9458... Generator Loss: 1.0877 Epoch 1/1... Discriminator Loss: 1.0151... Generator Loss: 0.8518 Epoch 1/1... Discriminator Loss: 1.1120... Generator Loss: 1.2626 Epoch 1/1... Discriminator Loss: 0.8563... Generator Loss: 0.9678 Epoch 1/1... Discriminator Loss: 0.4642... Generator Loss: 1.6413 Epoch 1/1... Discriminator Loss: 1.6142... Generator Loss: 0.2913 Epoch 1/1... Discriminator Loss: 1.2971... Generator Loss: 3.2406 Epoch 1/1... Discriminator Loss: 1.2484... Generator Loss: 0.5902 Epoch 1/1... Discriminator Loss: 1.0851... Generator Loss: 1.1656
Epoch 1/1... Discriminator Loss: 1.3883... Generator Loss: 0.4313 Epoch 1/1... Discriminator Loss: 1.3048... Generator Loss: 0.9737 Epoch 1/1... Discriminator Loss: 1.0925... Generator Loss: 1.1009 Epoch 1/1... Discriminator Loss: 1.1454... Generator Loss: 0.7650 Epoch 1/1... Discriminator Loss: 1.1235... Generator Loss: 1.1718 Epoch 1/1... Discriminator Loss: 0.8630... Generator Loss: 1.2763 Epoch 1/1... Discriminator Loss: 0.4648... Generator Loss: 2.9385 Epoch 1/1... Discriminator Loss: 1.9297... Generator Loss: 0.2483 Epoch 1/1... Discriminator Loss: 1.4097... Generator Loss: 2.2306 Epoch 1/1... Discriminator Loss: 0.7430... Generator Loss: 1.0253
Epoch 1/1... Discriminator Loss: 1.1756... Generator Loss: 0.6206 Epoch 1/1... Discriminator Loss: 1.0262... Generator Loss: 1.4057 Epoch 1/1... Discriminator Loss: 1.0158... Generator Loss: 0.8301 Epoch 1/1... Discriminator Loss: 1.2317... Generator Loss: 0.6675 Epoch 1/1... Discriminator Loss: 1.3307... Generator Loss: 1.4229 Epoch 1/1... Discriminator Loss: 0.4755... Generator Loss: 1.8800 Epoch 1/1... Discriminator Loss: 0.4201... Generator Loss: 1.7266 Epoch 1/1... Discriminator Loss: 1.1728... Generator Loss: 0.5900 Epoch 1/1... Discriminator Loss: 1.0577... Generator Loss: 2.4622 Epoch 1/1... Discriminator Loss: 0.9594... Generator Loss: 0.7405
Epoch 1/1... Discriminator Loss: 0.9622... Generator Loss: 1.7898 Epoch 1/1... Discriminator Loss: 1.2321... Generator Loss: 0.4439 Epoch 1/1... Discriminator Loss: 1.2668... Generator Loss: 2.1247 Epoch 1/1... Discriminator Loss: 0.7447... Generator Loss: 1.0789 Epoch 1/1... Discriminator Loss: 1.0306... Generator Loss: 0.9228 Epoch 1/1... Discriminator Loss: 0.9319... Generator Loss: 1.0924 Epoch 1/1... Discriminator Loss: 1.0878... Generator Loss: 0.7453 Epoch 1/1... Discriminator Loss: 1.0714... Generator Loss: 1.3769 Epoch 1/1... Discriminator Loss: 1.7145... Generator Loss: 0.2819 Epoch 1/1... Discriminator Loss: 1.8240... Generator Loss: 1.6810
Epoch 1/1... Discriminator Loss: 1.5610... Generator Loss: 0.3927 Epoch 1/1... Discriminator Loss: 1.1349... Generator Loss: 2.2402 Epoch 1/1... Discriminator Loss: 1.3002... Generator Loss: 0.4320 Epoch 1/1... Discriminator Loss: 0.9990... Generator Loss: 0.9580 Epoch 1/1... Discriminator Loss: 1.1786... Generator Loss: 1.1967 Epoch 1/1... Discriminator Loss: 1.6341... Generator Loss: 0.2980 Epoch 1/1... Discriminator Loss: 1.7190... Generator Loss: 2.2500 Epoch 1/1... Discriminator Loss: 1.9028... Generator Loss: 0.2548 Epoch 1/1... Discriminator Loss: 1.5711... Generator Loss: 1.3218 Epoch 1/1... Discriminator Loss: 1.1918... Generator Loss: 1.2156
Epoch 1/1... Discriminator Loss: 0.7304... Generator Loss: 1.3070 Epoch 1/1... Discriminator Loss: 0.3091... Generator Loss: 2.7006 Epoch 1/1... Discriminator Loss: 1.2791... Generator Loss: 0.4755 Epoch 1/1... Discriminator Loss: 0.6070... Generator Loss: 2.9440 Epoch 1/1... Discriminator Loss: 1.3332... Generator Loss: 0.4789 Epoch 1/1... Discriminator Loss: 1.1454... Generator Loss: 0.9210 Epoch 1/1... Discriminator Loss: 0.9320... Generator Loss: 1.4545 Epoch 1/1... Discriminator Loss: 0.7721... Generator Loss: 1.0273 Epoch 1/1... Discriminator Loss: 1.0119... Generator Loss: 0.8962 Epoch 1/1... Discriminator Loss: 1.0293... Generator Loss: 1.2808
Epoch 1/1... Discriminator Loss: 1.1113... Generator Loss: 0.7560 Epoch 1/1... Discriminator Loss: 1.1081... Generator Loss: 0.8270 Epoch 1/1... Discriminator Loss: 1.0513... Generator Loss: 1.4148 Epoch 1/1... Discriminator Loss: 1.1965... Generator Loss: 0.6123 Epoch 1/1... Discriminator Loss: 0.7982... Generator Loss: 2.7846 Epoch 1/1... Discriminator Loss: 1.4066... Generator Loss: 0.3884 Epoch 1/1... Discriminator Loss: 1.5260... Generator Loss: 1.8381 Epoch 1/1... Discriminator Loss: 1.3304... Generator Loss: 0.4477 Epoch 1/1... Discriminator Loss: 1.0718... Generator Loss: 0.9586 Epoch 1/1... Discriminator Loss: 1.2346... Generator Loss: 1.1236
Epoch 1/1... Discriminator Loss: 0.9531... Generator Loss: 0.9133 Epoch 1/1... Discriminator Loss: 0.8765... Generator Loss: 1.2301 Epoch 1/1... Discriminator Loss: 0.3380... Generator Loss: 3.1139 Epoch 1/1... Discriminator Loss: 1.4191... Generator Loss: 0.3772 Epoch 1/1... Discriminator Loss: 1.1657... Generator Loss: 1.8952 Epoch 1/1... Discriminator Loss: 1.2429... Generator Loss: 0.7391 Epoch 1/1... Discriminator Loss: 1.2598... Generator Loss: 0.7367 Epoch 1/1... Discriminator Loss: 1.3046... Generator Loss: 0.5960 Epoch 1/1... Discriminator Loss: 1.1680... Generator Loss: 1.5106 Epoch 1/1... Discriminator Loss: 1.1555... Generator Loss: 0.6278
Epoch 1/1... Discriminator Loss: 0.9606... Generator Loss: 1.1723 Epoch 1/1... Discriminator Loss: 0.5462... Generator Loss: 2.4171 Epoch 1/1... Discriminator Loss: 0.9248... Generator Loss: 0.7279 Epoch 1/1... Discriminator Loss: 0.7152... Generator Loss: 1.5671 Epoch 1/1... Discriminator Loss: 1.0287... Generator Loss: 1.5354 Epoch 1/1... Discriminator Loss: 1.6606... Generator Loss: 0.2827 Epoch 1/1... Discriminator Loss: 1.6763... Generator Loss: 2.5583 Epoch 1/1... Discriminator Loss: 1.4271... Generator Loss: 0.4186 Epoch 1/1... Discriminator Loss: 1.2809... Generator Loss: 1.3777 Epoch 1/1... Discriminator Loss: 1.3148... Generator Loss: 0.4781
Epoch 1/1... Discriminator Loss: 1.1120... Generator Loss: 1.3340 Epoch 1/1... Discriminator Loss: 1.2489... Generator Loss: 0.8084 Epoch 1/1... Discriminator Loss: 1.0490... Generator Loss: 0.8241 Epoch 1/1... Discriminator Loss: 0.8088... Generator Loss: 1.5573 Epoch 1/1... Discriminator Loss: 1.1121... Generator Loss: 0.6450 Epoch 1/1... Discriminator Loss: 1.0132... Generator Loss: 1.4754 Epoch 1/1... Discriminator Loss: 0.7876... Generator Loss: 1.2555 Epoch 1/1... Discriminator Loss: 1.1699... Generator Loss: 0.5208 Epoch 1/1... Discriminator Loss: 1.1897... Generator Loss: 2.2959 Epoch 1/1... Discriminator Loss: 1.6504... Generator Loss: 0.3079
Epoch 1/1... Discriminator Loss: 1.4506... Generator Loss: 1.7146 Epoch 1/1... Discriminator Loss: 1.3311... Generator Loss: 0.4175 Epoch 1/1... Discriminator Loss: 1.8648... Generator Loss: 2.0605 Epoch 1/1... Discriminator Loss: 1.2350... Generator Loss: 0.4674 Epoch 1/1... Discriminator Loss: 1.2331... Generator Loss: 0.5703 Epoch 1/1... Discriminator Loss: 1.0097... Generator Loss: 2.6111 Epoch 1/1... Discriminator Loss: 1.0954... Generator Loss: 0.6979 Epoch 1/1... Discriminator Loss: 0.6967... Generator Loss: 1.2110 Epoch 1/1... Discriminator Loss: 1.3704... Generator Loss: 0.4261 Epoch 1/1... Discriminator Loss: 1.4486... Generator Loss: 1.9115
Epoch 1/1... Discriminator Loss: 1.4682... Generator Loss: 0.3757 Epoch 1/1... Discriminator Loss: 2.0019... Generator Loss: 1.6573 Epoch 1/1... Discriminator Loss: 1.3896... Generator Loss: 0.4188 Epoch 1/1... Discriminator Loss: 1.0923... Generator Loss: 1.1348 Epoch 1/1... Discriminator Loss: 1.3337... Generator Loss: 0.8168 Epoch 1/1... Discriminator Loss: 1.1709... Generator Loss: 0.8511 Epoch 1/1... Discriminator Loss: 0.6955... Generator Loss: 1.5410 Epoch 1/1... Discriminator Loss: 0.7652... Generator Loss: 1.0636 Epoch 1/1... Discriminator Loss: 0.3861... Generator Loss: 1.8828 Epoch 1/1... Discriminator Loss: 0.8895... Generator Loss: 0.7349
Epoch 1/1... Discriminator Loss: 1.0663... Generator Loss: 1.1927 Epoch 1/1... Discriminator Loss: 0.9058... Generator Loss: 0.9567 Epoch 1/1... Discriminator Loss: 0.9328... Generator Loss: 0.9005 Epoch 1/1... Discriminator Loss: 1.0631... Generator Loss: 1.1915 Epoch 1/1... Discriminator Loss: 1.0442... Generator Loss: 0.6488 Epoch 1/1... Discriminator Loss: 0.8462... Generator Loss: 1.8629 Epoch 1/1... Discriminator Loss: 1.2301... Generator Loss: 0.4854 Epoch 1/1... Discriminator Loss: 1.5385... Generator Loss: 1.8687 Epoch 1/1... Discriminator Loss: 1.3169... Generator Loss: 0.4625 Epoch 1/1... Discriminator Loss: 0.9412... Generator Loss: 1.5094
Epoch 1/1... Discriminator Loss: 0.6378... Generator Loss: 2.2969 Epoch 1/1... Discriminator Loss: 1.0555... Generator Loss: 0.5367 Epoch 1/1... Discriminator Loss: 0.9418... Generator Loss: 0.9894 Epoch 1/1... Discriminator Loss: 0.8927... Generator Loss: 1.3326 Epoch 1/1... Discriminator Loss: 1.2059... Generator Loss: 0.5349 Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 1.5542 Epoch 1/1... Discriminator Loss: 0.7233... Generator Loss: 0.9988 Epoch 1/1... Discriminator Loss: 1.0101... Generator Loss: 0.7387 Epoch 1/1... Discriminator Loss: 0.8000... Generator Loss: 2.0955 Epoch 1/1... Discriminator Loss: 1.7274... Generator Loss: 0.2584
Epoch 1/1... Discriminator Loss: 2.9855... Generator Loss: 2.9671 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.4578 Epoch 1/1... Discriminator Loss: 1.3013... Generator Loss: 0.6076 Epoch 1/1... Discriminator Loss: 1.2810... Generator Loss: 1.1884 Epoch 1/1... Discriminator Loss: 0.7878... Generator Loss: 1.3376 Epoch 1/1... Discriminator Loss: 1.5529... Generator Loss: 0.3278 Epoch 1/1... Discriminator Loss: 1.0374... Generator Loss: 2.6556 Epoch 1/1... Discriminator Loss: 0.8581... Generator Loss: 0.9679 Epoch 1/1... Discriminator Loss: 1.1704... Generator Loss: 0.6586 Epoch 1/1... Discriminator Loss: 0.9615... Generator Loss: 1.3817
Epoch 1/1... Discriminator Loss: 0.9858... Generator Loss: 0.9533 Epoch 1/1... Discriminator Loss: 1.0621... Generator Loss: 0.7495 Epoch 1/1... Discriminator Loss: 0.9863... Generator Loss: 0.9726 Epoch 1/1... Discriminator Loss: 1.0868... Generator Loss: 0.9732 Epoch 1/1... Discriminator Loss: 0.9736... Generator Loss: 1.0087 Epoch 1/1... Discriminator Loss: 1.1304... Generator Loss: 0.6477 Epoch 1/1... Discriminator Loss: 1.6441... Generator Loss: 2.5177 Epoch 1/1... Discriminator Loss: 0.8799... Generator Loss: 0.7821 Epoch 1/1... Discriminator Loss: 0.7920... Generator Loss: 0.9062 Epoch 1/1... Discriminator Loss: 1.1178... Generator Loss: 1.6558
Epoch 1/1... Discriminator Loss: 1.0804... Generator Loss: 0.6080 Epoch 1/1... Discriminator Loss: 1.4577... Generator Loss: 1.2627 Epoch 1/1... Discriminator Loss: 1.3742... Generator Loss: 0.4985 Epoch 1/1... Discriminator Loss: 1.6873... Generator Loss: 1.0083 Epoch 1/1... Discriminator Loss: 1.4563... Generator Loss: 0.4208 Epoch 1/1... Discriminator Loss: 1.4251... Generator Loss: 1.4367 Epoch 1/1... Discriminator Loss: 1.2450... Generator Loss: 0.6679 Epoch 1/1... Discriminator Loss: 1.2352... Generator Loss: 0.8650 Epoch 1/1... Discriminator Loss: 0.9394... Generator Loss: 1.0894 Epoch 1/1... Discriminator Loss: 0.3721... Generator Loss: 3.0408
Epoch 1/1... Discriminator Loss: 1.8360... Generator Loss: 0.2435 Epoch 1/1... Discriminator Loss: 1.1881... Generator Loss: 2.4822 Epoch 1/1... Discriminator Loss: 0.8555... Generator Loss: 0.9133 Epoch 1/1... Discriminator Loss: 1.1325... Generator Loss: 0.5389 Epoch 1/1... Discriminator Loss: 0.8532... Generator Loss: 1.5694 Epoch 1/1... Discriminator Loss: 0.9214... Generator Loss: 1.0783 Epoch 1/1... Discriminator Loss: 1.0309... Generator Loss: 0.7106 Epoch 1/1... Discriminator Loss: 1.0380... Generator Loss: 1.0262 Epoch 1/1... Discriminator Loss: 0.9178... Generator Loss: 1.0688 Epoch 1/1... Discriminator Loss: 1.0960... Generator Loss: 0.6471
Epoch 1/1... Discriminator Loss: 0.7915... Generator Loss: 2.7210 Epoch 1/1... Discriminator Loss: 1.5203... Generator Loss: 0.3879 Epoch 1/1... Discriminator Loss: 1.2433... Generator Loss: 1.5789 Epoch 1/1... Discriminator Loss: 1.0506... Generator Loss: 0.8223 Epoch 1/1... Discriminator Loss: 0.6767... Generator Loss: 1.9160 Epoch 1/1... Discriminator Loss: 1.1655... Generator Loss: 0.5197 Epoch 1/1... Discriminator Loss: 1.3832... Generator Loss: 1.5111 Epoch 1/1... Discriminator Loss: 1.5806... Generator Loss: 0.3315 Epoch 1/1... Discriminator Loss: 1.0787... Generator Loss: 1.8168 Epoch 1/1... Discriminator Loss: 0.8113... Generator Loss: 0.9536
Epoch 1/1... Discriminator Loss: 0.8088... Generator Loss: 1.3450 Epoch 1/1... Discriminator Loss: 1.4087... Generator Loss: 0.3809 Epoch 1/1... Discriminator Loss: 1.6892... Generator Loss: 1.8074 Epoch 1/1... Discriminator Loss: 1.4653... Generator Loss: 0.4384 Epoch 1/1... Discriminator Loss: 1.0536... Generator Loss: 0.8272 Epoch 1/1... Discriminator Loss: 0.7584... Generator Loss: 4.5404 Epoch 1/1... Discriminator Loss: 1.1622... Generator Loss: 0.5342 Epoch 1/1... Discriminator Loss: 0.7477... Generator Loss: 1.4368 Epoch 1/1... Discriminator Loss: 1.2200... Generator Loss: 0.5493 Epoch 1/1... Discriminator Loss: 1.2141... Generator Loss: 1.2875
Epoch 1/1... Discriminator Loss: 1.2222... Generator Loss: 0.5779 Epoch 1/1... Discriminator Loss: 1.0756... Generator Loss: 1.2989 Epoch 1/1... Discriminator Loss: 1.4415... Generator Loss: 0.3554 Epoch 1/1... Discriminator Loss: 1.1996... Generator Loss: 1.6063 Epoch 1/1... Discriminator Loss: 1.0170... Generator Loss: 0.9662 Epoch 1/1... Discriminator Loss: 1.4362... Generator Loss: 0.4456 Epoch 1/1... Discriminator Loss: 1.3166... Generator Loss: 0.9600 Epoch 1/1... Discriminator Loss: 0.9123... Generator Loss: 0.9528 Epoch 1/1... Discriminator Loss: 0.4140... Generator Loss: 2.6953 Epoch 1/1... Discriminator Loss: 1.3963... Generator Loss: 0.4119
Epoch 1/1... Discriminator Loss: 1.1798... Generator Loss: 1.4775 Epoch 1/1... Discriminator Loss: 1.0023... Generator Loss: 0.8130 Epoch 1/1... Discriminator Loss: 1.1474... Generator Loss: 0.7675 Epoch 1/1... Discriminator Loss: 0.8632... Generator Loss: 1.4789 Epoch 1/1... Discriminator Loss: 1.0758... Generator Loss: 0.5688 Epoch 1/1... Discriminator Loss: 1.0607... Generator Loss: 2.3445 Epoch 1/1... Discriminator Loss: 0.9360... Generator Loss: 0.8798 Epoch 1/1... Discriminator Loss: 1.3082... Generator Loss: 0.7449 Epoch 1/1... Discriminator Loss: 1.3439... Generator Loss: 0.7984 Epoch 1/1... Discriminator Loss: 1.6168... Generator Loss: 0.4563
Epoch 1/1... Discriminator Loss: 1.3104... Generator Loss: 0.9561 Epoch 1/1... Discriminator Loss: 1.5214... Generator Loss: 0.4532 Epoch 1/1... Discriminator Loss: 1.3063... Generator Loss: 1.0375 Epoch 1/1... Discriminator Loss: 1.4983... Generator Loss: 0.7366 Epoch 1/1... Discriminator Loss: 1.4703... Generator Loss: 0.4992 Epoch 1/1... Discriminator Loss: 1.1995... Generator Loss: 1.3919 Epoch 1/1... Discriminator Loss: 0.8380... Generator Loss: 0.9717 Epoch 1/1... Discriminator Loss: 1.7085... Generator Loss: 0.3043 Epoch 1/1... Discriminator Loss: 1.7920... Generator Loss: 1.8990 Epoch 1/1... Discriminator Loss: 1.1477... Generator Loss: 0.5297
Epoch 1/1... Discriminator Loss: 0.8324... Generator Loss: 1.0088 Epoch 1/1... Discriminator Loss: 0.9824... Generator Loss: 1.1645 Epoch 1/1... Discriminator Loss: 0.8822... Generator Loss: 0.8874 Epoch 1/1... Discriminator Loss: 0.9469... Generator Loss: 1.1642 Epoch 1/1... Discriminator Loss: 0.5135... Generator Loss: 1.8483 Epoch 1/1... Discriminator Loss: 0.3758... Generator Loss: 1.8712 Epoch 1/1... Discriminator Loss: 1.9721... Generator Loss: 0.2108 Epoch 1/1... Discriminator Loss: 2.6659... Generator Loss: 3.7564 Epoch 1/1... Discriminator Loss: 0.6914... Generator Loss: 1.4233 Epoch 1/1... Discriminator Loss: 2.1303... Generator Loss: 0.1685
Epoch 1/1... Discriminator Loss: 0.9676... Generator Loss: 1.7220 Epoch 1/1... Discriminator Loss: 0.7831... Generator Loss: 1.8344 Epoch 1/1... Discriminator Loss: 1.2085... Generator Loss: 0.5677 Epoch 1/1... Discriminator Loss: 1.0435... Generator Loss: 0.8402 Epoch 1/1... Discriminator Loss: 1.2761... Generator Loss: 0.9323 Epoch 1/1... Discriminator Loss: 1.0209... Generator Loss: 0.7764 Epoch 1/1... Discriminator Loss: 0.8516... Generator Loss: 1.0540 Epoch 1/1... Discriminator Loss: 1.0152... Generator Loss: 0.8054 Epoch 1/1... Discriminator Loss: 0.8912... Generator Loss: 1.5606 Epoch 1/1... Discriminator Loss: 1.2341... Generator Loss: 0.4943
Epoch 1/1... Discriminator Loss: 1.3042... Generator Loss: 1.4057 Epoch 1/1... Discriminator Loss: 0.8320... Generator Loss: 1.3030 Epoch 1/1... Discriminator Loss: 1.6329... Generator Loss: 0.3205 Epoch 1/1... Discriminator Loss: 2.8965... Generator Loss: 2.3562 Epoch 1/1... Discriminator Loss: 2.0014... Generator Loss: 0.1882 Epoch 1/1... Discriminator Loss: 1.2439... Generator Loss: 1.2396 Epoch 1/1... Discriminator Loss: 0.9664... Generator Loss: 1.3943 Epoch 1/1... Discriminator Loss: 1.2577... Generator Loss: 0.5027 Epoch 1/1... Discriminator Loss: 1.0774... Generator Loss: 0.8708 Epoch 1/1... Discriminator Loss: 0.9493... Generator Loss: 1.4764
Epoch 1/1... Discriminator Loss: 2.2769... Generator Loss: 0.1534 Epoch 1/1... Discriminator Loss: 1.5745... Generator Loss: 1.5832 Epoch 1/1... Discriminator Loss: 1.4099... Generator Loss: 0.7083 Epoch 1/1... Discriminator Loss: 0.6374... Generator Loss: 1.6105 Epoch 1/1... Discriminator Loss: 1.1827... Generator Loss: 0.5942 Epoch 1/1... Discriminator Loss: 1.2228... Generator Loss: 0.8739 Epoch 1/1... Discriminator Loss: 1.1408... Generator Loss: 0.9721 Epoch 1/1... Discriminator Loss: 0.7117... Generator Loss: 1.4434 Epoch 1/1... Discriminator Loss: 0.6787... Generator Loss: 1.3335 Epoch 1/1... Discriminator Loss: 1.1106... Generator Loss: 0.5354
Epoch 1/1... Discriminator Loss: 0.9901... Generator Loss: 1.5632 Epoch 1/1... Discriminator Loss: 0.8512... Generator Loss: 1.0760 Epoch 1/1... Discriminator Loss: 0.7294... Generator Loss: 1.0249 Epoch 1/1... Discriminator Loss: 0.8344... Generator Loss: 1.1394 Epoch 1/1... Discriminator Loss: 0.9471... Generator Loss: 0.8246 Epoch 1/1... Discriminator Loss: 0.9186... Generator Loss: 2.2772 Epoch 1/1... Discriminator Loss: 1.1819... Generator Loss: 0.5708 Epoch 1/1... Discriminator Loss: 1.4162... Generator Loss: 1.3715 Epoch 1/1... Discriminator Loss: 1.8441... Generator Loss: 0.2494 Epoch 1/1... Discriminator Loss: 1.5926... Generator Loss: 1.9666
Epoch 1/1... Discriminator Loss: 0.7031... Generator Loss: 1.7259 Epoch 1/1... Discriminator Loss: 1.3482... Generator Loss: 0.4013 Epoch 1/1... Discriminator Loss: 0.9526... Generator Loss: 1.3910 Epoch 1/1... Discriminator Loss: 0.6291... Generator Loss: 2.3004 Epoch 1/1... Discriminator Loss: 1.3308... Generator Loss: 0.4294 Epoch 1/1... Discriminator Loss: 1.3806... Generator Loss: 0.8844 Epoch 1/1... Discriminator Loss: 0.9288... Generator Loss: 1.2599 Epoch 1/1... Discriminator Loss: 1.2092... Generator Loss: 0.5586 Epoch 1/1... Discriminator Loss: 1.4920... Generator Loss: 1.2520 Epoch 1/1... Discriminator Loss: 1.6155... Generator Loss: 0.3255
Epoch 1/1... Discriminator Loss: 1.2536... Generator Loss: 1.5860 Epoch 1/1... Discriminator Loss: 1.6399... Generator Loss: 0.3469 Epoch 1/1... Discriminator Loss: 0.7709... Generator Loss: 2.1557 Epoch 1/1... Discriminator Loss: 0.8532... Generator Loss: 1.0256 Epoch 1/1... Discriminator Loss: 0.5905... Generator Loss: 1.5242 Epoch 1/1... Discriminator Loss: 0.4156... Generator Loss: 1.9546 Epoch 1/1... Discriminator Loss: 1.6553... Generator Loss: 0.2715 Epoch 1/1... Discriminator Loss: 1.5793... Generator Loss: 2.6020 Epoch 1/1... Discriminator Loss: 0.9319... Generator Loss: 0.9726 Epoch 1/1... Discriminator Loss: 1.3185... Generator Loss: 0.4090
Epoch 1/1... Discriminator Loss: 1.1788... Generator Loss: 1.1599 Epoch 1/1... Discriminator Loss: 1.0492... Generator Loss: 0.8959 Epoch 1/1... Discriminator Loss: 0.9534... Generator Loss: 0.8434 Epoch 1/1... Discriminator Loss: 1.0115... Generator Loss: 0.9215 Epoch 1/1... Discriminator Loss: 0.9965... Generator Loss: 1.0582 Epoch 1/1... Discriminator Loss: 1.2716... Generator Loss: 0.6390 Epoch 1/1... Discriminator Loss: 1.2602... Generator Loss: 0.7239 Epoch 1/1... Discriminator Loss: 1.0017... Generator Loss: 1.0990 Epoch 1/1... Discriminator Loss: 0.6319... Generator Loss: 1.3589 Epoch 1/1... Discriminator Loss: 1.0718... Generator Loss: 0.5893
Epoch 1/1... Discriminator Loss: 1.3106... Generator Loss: 2.8788 Epoch 1/1... Discriminator Loss: 1.0994... Generator Loss: 0.7875 Epoch 1/1... Discriminator Loss: 1.7925... Generator Loss: 1.1847 Epoch 1/1... Discriminator Loss: 2.7289... Generator Loss: 0.0887 Epoch 1/1... Discriminator Loss: 1.9455... Generator Loss: 1.5837 Epoch 1/1... Discriminator Loss: 1.3336... Generator Loss: 0.7337 Epoch 1/1... Discriminator Loss: 1.3569... Generator Loss: 0.5572 Epoch 1/1... Discriminator Loss: 1.3493... Generator Loss: 0.7904 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.7115 Epoch 1/1... Discriminator Loss: 1.6214... Generator Loss: 0.5950
Epoch 1/1... Discriminator Loss: 1.5891... Generator Loss: 0.5897 Epoch 1/1... Discriminator Loss: 1.1886... Generator Loss: 0.8142 Epoch 1/1... Discriminator Loss: 1.2709... Generator Loss: 0.6758 Epoch 1/1... Discriminator Loss: 1.4441... Generator Loss: 0.6367 Epoch 1/1... Discriminator Loss: 1.5163... Generator Loss: 0.7157 Epoch 1/1... Discriminator Loss: 1.5150... Generator Loss: 0.6282 Epoch 1/1... Discriminator Loss: 1.4874... Generator Loss: 0.5455 Epoch 1/1... Discriminator Loss: 1.4283... Generator Loss: 0.6868 Epoch 1/1... Discriminator Loss: 1.4369... Generator Loss: 0.6324 Epoch 1/1... Discriminator Loss: 1.1470... Generator Loss: 0.9469
Epoch 1/1... Discriminator Loss: 0.7281... Generator Loss: 1.6421 Epoch 1/1... Discriminator Loss: 0.7443... Generator Loss: 1.0546 Epoch 1/1... Discriminator Loss: 1.2585... Generator Loss: 0.4988 Epoch 1/1... Discriminator Loss: 1.3209... Generator Loss: 1.6448 Epoch 1/1... Discriminator Loss: 1.2148... Generator Loss: 0.7602 Epoch 1/1... Discriminator Loss: 0.9405... Generator Loss: 0.7987 Epoch 1/1... Discriminator Loss: 0.9561... Generator Loss: 1.7693 Epoch 1/1... Discriminator Loss: 1.3163... Generator Loss: 0.4685 Epoch 1/1... Discriminator Loss: 1.2287... Generator Loss: 1.4823 Epoch 1/1... Discriminator Loss: 1.5731... Generator Loss: 0.3720
Epoch 1/1... Discriminator Loss: 1.2482... Generator Loss: 0.9980 Epoch 1/1... Discriminator Loss: 1.2180... Generator Loss: 1.0392 Epoch 1/1... Discriminator Loss: 0.7075... Generator Loss: 1.3357 Epoch 1/1... Discriminator Loss: 1.1308... Generator Loss: 0.5486 Epoch 1/1... Discriminator Loss: 2.0633... Generator Loss: 1.4717 Epoch 1/1... Discriminator Loss: 1.4428... Generator Loss: 0.3696 Epoch 1/1... Discriminator Loss: 1.2326... Generator Loss: 1.4152 Epoch 1/1... Discriminator Loss: 1.0945... Generator Loss: 0.8938 Epoch 1/1... Discriminator Loss: 1.2687... Generator Loss: 0.5036 Epoch 1/1... Discriminator Loss: 1.1832... Generator Loss: 0.8240
Epoch 1/1... Discriminator Loss: 1.3138... Generator Loss: 0.9009 Epoch 1/1... Discriminator Loss: 1.5283... Generator Loss: 0.4908 Epoch 1/1... Discriminator Loss: 1.4399... Generator Loss: 0.5543 Epoch 1/1... Discriminator Loss: 1.3867... Generator Loss: 0.7597 Epoch 1/1... Discriminator Loss: 1.2277... Generator Loss: 0.9601 Epoch 1/1... Discriminator Loss: 0.9187... Generator Loss: 1.4081 Epoch 1/1... Discriminator Loss: 0.5315... Generator Loss: 1.3906 Epoch 1/1... Discriminator Loss: 1.8582... Generator Loss: 0.2361 Epoch 1/1... Discriminator Loss: 1.9226... Generator Loss: 2.3225 Epoch 1/1... Discriminator Loss: 1.1990... Generator Loss: 0.6810
Epoch 1/1... Discriminator Loss: 1.1719... Generator Loss: 0.6108 Epoch 1/1... Discriminator Loss: 0.9619... Generator Loss: 1.1690 Epoch 1/1... Discriminator Loss: 1.1207... Generator Loss: 0.6891 Epoch 1/1... Discriminator Loss: 0.9978... Generator Loss: 0.8788 Epoch 1/1... Discriminator Loss: 1.1322... Generator Loss: 1.0584 Epoch 1/1... Discriminator Loss: 1.2350... Generator Loss: 0.6128 Epoch 1/1... Discriminator Loss: 0.5950... Generator Loss: 1.9051 Epoch 1/1... Discriminator Loss: 1.3628... Generator Loss: 0.4659 Epoch 1/1... Discriminator Loss: 1.2878... Generator Loss: 1.5114 Epoch 1/1... Discriminator Loss: 1.1342... Generator Loss: 0.6019
Epoch 1/1... Discriminator Loss: 0.7261... Generator Loss: 2.7437 Epoch 1/1... Discriminator Loss: 1.5006... Generator Loss: 0.3233 Epoch 1/1... Discriminator Loss: 1.3150... Generator Loss: 1.9625 Epoch 1/1... Discriminator Loss: 0.9462... Generator Loss: 1.1180 Epoch 1/1... Discriminator Loss: 1.5816... Generator Loss: 0.3177 Epoch 1/1... Discriminator Loss: 1.0936... Generator Loss: 1.5124 Epoch 1/1... Discriminator Loss: 1.2403... Generator Loss: 0.8119 Epoch 1/1... Discriminator Loss: 1.3346... Generator Loss: 0.6362 Epoch 1/1... Discriminator Loss: 0.7950... Generator Loss: 1.2907 Epoch 1/1... Discriminator Loss: 0.5270... Generator Loss: 1.6671
Epoch 1/1... Discriminator Loss: 1.1779... Generator Loss: 0.5273 Epoch 1/1... Discriminator Loss: 0.9073... Generator Loss: 1.9390 Epoch 1/1... Discriminator Loss: 1.0720... Generator Loss: 0.7226 Epoch 1/1... Discriminator Loss: 0.9946... Generator Loss: 1.0607 Epoch 1/1... Discriminator Loss: 1.1513... Generator Loss: 0.8236 Epoch 1/1... Discriminator Loss: 1.1788... Generator Loss: 0.6820 Epoch 1/1... Discriminator Loss: 1.1950... Generator Loss: 0.8981 Epoch 1/1... Discriminator Loss: 1.3186... Generator Loss: 0.7840 Epoch 1/1... Discriminator Loss: 1.2298... Generator Loss: 0.5669 Epoch 1/1... Discriminator Loss: 1.0099... Generator Loss: 1.3110
Epoch 1/1... Discriminator Loss: 0.7229... Generator Loss: 1.4801 Epoch 1/1... Discriminator Loss: 1.6983... Generator Loss: 0.2608 Epoch 1/1... Discriminator Loss: 0.7851... Generator Loss: 3.5739 Epoch 1/1... Discriminator Loss: 1.0993... Generator Loss: 0.6405 Epoch 1/1... Discriminator Loss: 0.6453... Generator Loss: 1.2727 Epoch 1/1... Discriminator Loss: 1.0325... Generator Loss: 0.8950 Epoch 1/1... Discriminator Loss: 1.0337... Generator Loss: 0.6664 Epoch 1/1... Discriminator Loss: 1.0200... Generator Loss: 1.6749 Epoch 1/1... Discriminator Loss: 0.9918... Generator Loss: 0.6465 Epoch 1/1... Discriminator Loss: 0.6810... Generator Loss: 1.5104
Epoch 1/1... Discriminator Loss: 1.2040... Generator Loss: 0.5797 Epoch 1/1... Discriminator Loss: 0.8533... Generator Loss: 1.5524 Epoch 1/1... Discriminator Loss: 0.9235... Generator Loss: 0.8696 Epoch 1/1... Discriminator Loss: 0.9693... Generator Loss: 1.2530 Epoch 1/1... Discriminator Loss: 1.6415... Generator Loss: 0.3561 Epoch 1/1... Discriminator Loss: 1.3980... Generator Loss: 1.6638 Epoch 1/1... Discriminator Loss: 0.5159... Generator Loss: 2.4109 Epoch 1/1... Discriminator Loss: 2.6512... Generator Loss: 0.1165 Epoch 1/1... Discriminator Loss: 1.4212... Generator Loss: 3.2107 Epoch 1/1... Discriminator Loss: 1.0054... Generator Loss: 0.7774
Epoch 1/1... Discriminator Loss: 0.9961... Generator Loss: 0.7470 Epoch 1/1... Discriminator Loss: 0.9014... Generator Loss: 1.4354 Epoch 1/1... Discriminator Loss: 0.7729... Generator Loss: 1.0321 Epoch 1/1... Discriminator Loss: 0.8296... Generator Loss: 1.3582 Epoch 1/1... Discriminator Loss: 1.0678... Generator Loss: 0.7843 Epoch 1/1... Discriminator Loss: 0.9673... Generator Loss: 1.4338 Epoch 1/1... Discriminator Loss: 1.5297... Generator Loss: 0.3306 Epoch 1/1... Discriminator Loss: 1.4103... Generator Loss: 1.8841 Epoch 1/1... Discriminator Loss: 0.9503... Generator Loss: 0.9575 Epoch 1/1... Discriminator Loss: 0.6257... Generator Loss: 1.2725
Epoch 1/1... Discriminator Loss: 0.7864... Generator Loss: 1.0712 Epoch 1/1... Discriminator Loss: 1.1701... Generator Loss: 0.6953 Epoch 1/1... Discriminator Loss: 1.4272... Generator Loss: 1.1112 Epoch 1/1... Discriminator Loss: 1.2329... Generator Loss: 0.4717 Epoch 1/1... Discriminator Loss: 0.9598... Generator Loss: 1.9885 Epoch 1/1... Discriminator Loss: 0.7823... Generator Loss: 0.9955 Epoch 1/1... Discriminator Loss: 0.9793... Generator Loss: 0.8385 Epoch 1/1... Discriminator Loss: 1.1048... Generator Loss: 0.7306 Epoch 1/1... Discriminator Loss: 1.1859... Generator Loss: 1.3075 Epoch 1/1... Discriminator Loss: 1.4403... Generator Loss: 0.3991
Epoch 1/1... Discriminator Loss: 1.3494... Generator Loss: 3.1420 Epoch 1/1... Discriminator Loss: 1.1714... Generator Loss: 0.5700 Epoch 1/1... Discriminator Loss: 1.2531... Generator Loss: 0.9146 Epoch 1/1... Discriminator Loss: 1.2980... Generator Loss: 0.6004 Epoch 1/1... Discriminator Loss: 1.3432... Generator Loss: 0.8998 Epoch 1/1... Discriminator Loss: 1.3892... Generator Loss: 0.4907 Epoch 1/1... Discriminator Loss: 1.3725... Generator Loss: 0.6168 Epoch 1/1... Discriminator Loss: 1.3226... Generator Loss: 1.0245 Epoch 1/1... Discriminator Loss: 1.4489... Generator Loss: 0.5380 Epoch 1/1... Discriminator Loss: 1.3566... Generator Loss: 0.8678
Epoch 1/1... Discriminator Loss: 1.2920... Generator Loss: 0.7574 Epoch 1/1... Discriminator Loss: 1.0561... Generator Loss: 0.9477 Epoch 1/1... Discriminator Loss: 0.5581... Generator Loss: 2.8850 Epoch 1/1... Discriminator Loss: 1.9190... Generator Loss: 0.2540 Epoch 1/1... Discriminator Loss: 1.1400... Generator Loss: 1.0063 Epoch 1/1... Discriminator Loss: 1.0948... Generator Loss: 1.2447 Epoch 1/1... Discriminator Loss: 1.3310... Generator Loss: 0.4893 Epoch 1/1... Discriminator Loss: 0.9874... Generator Loss: 1.0383 Epoch 1/1... Discriminator Loss: 0.9399... Generator Loss: 0.8662 Epoch 1/1... Discriminator Loss: 0.9076... Generator Loss: 1.3391
Epoch 1/1... Discriminator Loss: 0.8389... Generator Loss: 0.9841 Epoch 1/1... Discriminator Loss: 0.6477... Generator Loss: 1.3237 Epoch 1/1... Discriminator Loss: 0.7993... Generator Loss: 1.1712 Epoch 1/1... Discriminator Loss: 0.6986... Generator Loss: 1.2805 Epoch 1/1... Discriminator Loss: 0.9404... Generator Loss: 0.7134 Epoch 1/1... Discriminator Loss: 1.4238... Generator Loss: 2.5487 Epoch 1/1... Discriminator Loss: 1.4196... Generator Loss: 0.7755 Epoch 1/1... Discriminator Loss: 1.6354... Generator Loss: 0.3911 Epoch 1/1... Discriminator Loss: 2.0206... Generator Loss: 0.8312 Epoch 1/1... Discriminator Loss: 1.8712... Generator Loss: 0.3028
Epoch 1/1... Discriminator Loss: 1.6531... Generator Loss: 0.7672 Epoch 1/1... Discriminator Loss: 1.4862... Generator Loss: 0.7737 Epoch 1/1... Discriminator Loss: 1.3488... Generator Loss: 0.5621 Epoch 1/1... Discriminator Loss: 1.2681... Generator Loss: 0.8994 Epoch 1/1... Discriminator Loss: 0.9050... Generator Loss: 1.7983 Epoch 1/1... Discriminator Loss: 1.6936... Generator Loss: 0.2972 Epoch 1/1... Discriminator Loss: 1.2520... Generator Loss: 0.7317 Epoch 1/1... Discriminator Loss: 1.2881... Generator Loss: 1.4253 Epoch 1/1... Discriminator Loss: 1.3426... Generator Loss: 0.6245 Epoch 1/1... Discriminator Loss: 1.1604... Generator Loss: 0.6437
Epoch 1/1... Discriminator Loss: 1.3484... Generator Loss: 0.7514 Epoch 1/1... Discriminator Loss: 1.1645... Generator Loss: 0.7952 Epoch 1/1... Discriminator Loss: 1.2823... Generator Loss: 0.7118 Epoch 1/1... Discriminator Loss: 1.1497... Generator Loss: 0.8369 Epoch 1/1... Discriminator Loss: 1.2915... Generator Loss: 0.6042 Epoch 1/1... Discriminator Loss: 1.0908... Generator Loss: 0.9770 Epoch 1/1... Discriminator Loss: 0.4664... Generator Loss: 2.5838 Epoch 1/1... Discriminator Loss: 2.1398... Generator Loss: 0.1706 Epoch 1/1... Discriminator Loss: 1.5312... Generator Loss: 2.2535 Epoch 1/1... Discriminator Loss: 1.3286... Generator Loss: 0.5973
Epoch 1/1... Discriminator Loss: 1.2454... Generator Loss: 0.9158 Epoch 1/1... Discriminator Loss: 1.1431... Generator Loss: 0.9232 Epoch 1/1... Discriminator Loss: 1.0730... Generator Loss: 0.7906 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.6324 Epoch 1/1... Discriminator Loss: 1.2493... Generator Loss: 0.8201 Epoch 1/1... Discriminator Loss: 1.1040... Generator Loss: 0.8399 Epoch 1/1... Discriminator Loss: 1.1884... Generator Loss: 0.6826 Epoch 1/1... Discriminator Loss: 1.1923... Generator Loss: 0.9710 Epoch 1/1... Discriminator Loss: 0.7875... Generator Loss: 1.3304 Epoch 1/1... Discriminator Loss: 1.4073... Generator Loss: 0.5025
Epoch 1/1... Discriminator Loss: 1.4636... Generator Loss: 0.7801 Epoch 1/1... Discriminator Loss: 1.3488... Generator Loss: 0.6517 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.7650 Epoch 1/1... Discriminator Loss: 1.2503... Generator Loss: 0.6930 Epoch 1/1... Discriminator Loss: 0.9869... Generator Loss: 0.9609 Epoch 1/1... Discriminator Loss: 0.9748... Generator Loss: 1.1358 Epoch 1/1... Discriminator Loss: 1.4572... Generator Loss: 0.4979 Epoch 1/1... Discriminator Loss: 1.5443... Generator Loss: 1.3187 Epoch 1/1... Discriminator Loss: 1.5894... Generator Loss: 0.3795 Epoch 1/1... Discriminator Loss: 0.8809... Generator Loss: 2.7886
Epoch 1/1... Discriminator Loss: 0.6336... Generator Loss: 1.3348 Epoch 1/1... Discriminator Loss: 0.9208... Generator Loss: 0.7348 Epoch 1/1... Discriminator Loss: 0.8778... Generator Loss: 1.6195 Epoch 1/1... Discriminator Loss: 0.9906... Generator Loss: 0.8165 Epoch 1/1... Discriminator Loss: 0.9715... Generator Loss: 0.8563 Epoch 1/1... Discriminator Loss: 1.1265... Generator Loss: 0.8243 Epoch 1/1... Discriminator Loss: 0.9275... Generator Loss: 1.0718 Epoch 1/1... Discriminator Loss: 1.0325... Generator Loss: 0.8585 Epoch 1/1... Discriminator Loss: 0.7569... Generator Loss: 1.4619 Epoch 1/1... Discriminator Loss: 0.5660... Generator Loss: 2.0990
Epoch 1/1... Discriminator Loss: 1.4856... Generator Loss: 0.3263 Epoch 1/1... Discriminator Loss: 2.5828... Generator Loss: 3.3657 Epoch 1/1... Discriminator Loss: 1.3422... Generator Loss: 0.4136 Epoch 1/1... Discriminator Loss: 1.0764... Generator Loss: 0.7413 Epoch 1/1... Discriminator Loss: 1.3658... Generator Loss: 1.2885 Epoch 1/1... Discriminator Loss: 1.3655... Generator Loss: 0.5982 Epoch 1/1... Discriminator Loss: 1.2511... Generator Loss: 0.9069 Epoch 1/1... Discriminator Loss: 1.2730... Generator Loss: 0.6652 Epoch 1/1... Discriminator Loss: 1.2238... Generator Loss: 0.7650 Epoch 1/1... Discriminator Loss: 0.7308... Generator Loss: 2.1944
Epoch 1/1... Discriminator Loss: 1.0400... Generator Loss: 0.6366 Epoch 1/1... Discriminator Loss: 0.9476... Generator Loss: 0.9592 Epoch 1/1... Discriminator Loss: 1.2605... Generator Loss: 1.1785 Epoch 1/1... Discriminator Loss: 1.1025... Generator Loss: 0.7391 Epoch 1/1... Discriminator Loss: 1.0054... Generator Loss: 1.1780 Epoch 1/1... Discriminator Loss: 1.0562... Generator Loss: 0.7316 Epoch 1/1... Discriminator Loss: 1.0239... Generator Loss: 0.9737 Epoch 1/1... Discriminator Loss: 1.2214... Generator Loss: 0.7254 Epoch 1/1... Discriminator Loss: 1.1484... Generator Loss: 0.8855 Epoch 1/1... Discriminator Loss: 1.1610... Generator Loss: 0.7141
Epoch 1/1... Discriminator Loss: 1.3221... Generator Loss: 1.0814 Epoch 1/1... Discriminator Loss: 1.9912... Generator Loss: 0.2061 Epoch 1/1... Discriminator Loss: 1.7988... Generator Loss: 1.9111 Epoch 1/1... Discriminator Loss: 1.7310... Generator Loss: 0.3563 Epoch 1/1... Discriminator Loss: 1.1635... Generator Loss: 1.0857 Epoch 1/1... Discriminator Loss: 1.2691... Generator Loss: 0.9200 Epoch 1/1... Discriminator Loss: 1.2372... Generator Loss: 0.6621 Epoch 1/1... Discriminator Loss: 0.4754... Generator Loss: 3.3045 Epoch 1/1... Discriminator Loss: 0.9863... Generator Loss: 0.6188 Epoch 1/1... Discriminator Loss: 0.4562... Generator Loss: 1.9473
Epoch 1/1... Discriminator Loss: 0.4671... Generator Loss: 1.8791 Epoch 1/1... Discriminator Loss: 1.2764... Generator Loss: 0.5412 Epoch 1/1... Discriminator Loss: 1.0171... Generator Loss: 1.4894 Epoch 1/1... Discriminator Loss: 0.9059... Generator Loss: 0.9341 Epoch 1/1... Discriminator Loss: 0.8418... Generator Loss: 0.8096 Epoch 1/1... Discriminator Loss: 0.8357... Generator Loss: 1.6261 Epoch 1/1... Discriminator Loss: 0.9009... Generator Loss: 0.8047 Epoch 1/1... Discriminator Loss: 1.0378... Generator Loss: 0.7985 Epoch 1/1... Discriminator Loss: 0.9648... Generator Loss: 1.1896 Epoch 1/1... Discriminator Loss: 1.1513... Generator Loss: 0.5348
Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 2.3523 Epoch 1/1... Discriminator Loss: 0.9757... Generator Loss: 0.7737 Epoch 1/1... Discriminator Loss: 1.0010... Generator Loss: 1.0155 Epoch 1/1... Discriminator Loss: 1.1108... Generator Loss: 0.9686 Epoch 1/1... Discriminator Loss: 1.1215... Generator Loss: 0.8577 Epoch 1/1... Discriminator Loss: 1.1922... Generator Loss: 0.7138 Epoch 1/1... Discriminator Loss: 1.0962... Generator Loss: 1.1625 Epoch 1/1... Discriminator Loss: 1.1299... Generator Loss: 0.7349 Epoch 1/1... Discriminator Loss: 1.0671... Generator Loss: 0.9554 Epoch 1/1... Discriminator Loss: 1.2291... Generator Loss: 1.0276
Epoch 1/1... Discriminator Loss: 1.2912... Generator Loss: 0.5408 Epoch 1/1... Discriminator Loss: 1.2883... Generator Loss: 0.6338 Epoch 1/1... Discriminator Loss: 1.2055... Generator Loss: 1.2997 Epoch 1/1... Discriminator Loss: 1.3115... Generator Loss: 0.5172 Epoch 1/1... Discriminator Loss: 1.1135... Generator Loss: 1.2864 Epoch 1/1... Discriminator Loss: 1.0307... Generator Loss: 0.7679 Epoch 1/1... Discriminator Loss: 0.7390... Generator Loss: 1.3862 Epoch 1/1... Discriminator Loss: 1.1426... Generator Loss: 0.5674 Epoch 1/1... Discriminator Loss: 1.2565... Generator Loss: 1.3864 Epoch 1/1... Discriminator Loss: 1.0736... Generator Loss: 0.6805
Epoch 1/1... Discriminator Loss: 1.3069... Generator Loss: 0.7136 Epoch 1/1... Discriminator Loss: 1.0981... Generator Loss: 0.7132 Epoch 1/1... Discriminator Loss: 0.9599... Generator Loss: 1.3421 Epoch 1/1... Discriminator Loss: 0.5158... Generator Loss: 1.4579 Epoch 1/1... Discriminator Loss: 0.4251... Generator Loss: 1.6951 Epoch 1/1... Discriminator Loss: 1.8991... Generator Loss: 0.2197 Epoch 1/1... Discriminator Loss: 2.7951... Generator Loss: 3.4301 Epoch 1/1... Discriminator Loss: 1.1891... Generator Loss: 1.1387 Epoch 1/1... Discriminator Loss: 1.8168... Generator Loss: 0.2218 Epoch 1/1... Discriminator Loss: 1.0423... Generator Loss: 0.9715
Epoch 1/1... Discriminator Loss: 1.4238... Generator Loss: 1.3366 Epoch 1/1... Discriminator Loss: 1.4022... Generator Loss: 0.5405 Epoch 1/1... Discriminator Loss: 1.3251... Generator Loss: 0.6231 Epoch 1/1... Discriminator Loss: 1.3916... Generator Loss: 0.9109 Epoch 1/1... Discriminator Loss: 1.2879... Generator Loss: 0.8011 Epoch 1/1... Discriminator Loss: 0.6136... Generator Loss: 2.2371 Epoch 1/1... Discriminator Loss: 1.2011... Generator Loss: 0.4846 Epoch 1/1... Discriminator Loss: 1.2534... Generator Loss: 0.6784 Epoch 1/1... Discriminator Loss: 1.2182... Generator Loss: 1.0489 Epoch 1/1... Discriminator Loss: 1.0800... Generator Loss: 0.9023
Epoch 1/1... Discriminator Loss: 0.9887... Generator Loss: 0.8232 Epoch 1/1... Discriminator Loss: 1.1100... Generator Loss: 1.0733 Epoch 1/1... Discriminator Loss: 0.7479... Generator Loss: 1.7431 Epoch 1/1... Discriminator Loss: 1.5155... Generator Loss: 0.3032 Epoch 1/1... Discriminator Loss: 1.2531... Generator Loss: 1.7485 Epoch 1/1... Discriminator Loss: 1.2215... Generator Loss: 0.4854 Epoch 1/1... Discriminator Loss: 1.1215... Generator Loss: 1.4160 Epoch 1/1... Discriminator Loss: 1.2935... Generator Loss: 0.6018 Epoch 1/1... Discriminator Loss: 0.8414... Generator Loss: 1.2405 Epoch 1/1... Discriminator Loss: 0.3295... Generator Loss: 2.7063
Epoch 1/1... Discriminator Loss: 1.5836... Generator Loss: 0.2978 Epoch 1/1... Discriminator Loss: 1.4934... Generator Loss: 2.6897 Epoch 1/1... Discriminator Loss: 0.9841... Generator Loss: 1.3372 Epoch 1/1... Discriminator Loss: 1.6510... Generator Loss: 0.2852 Epoch 1/1... Discriminator Loss: 1.4803... Generator Loss: 1.6663 Epoch 1/1... Discriminator Loss: 1.3343... Generator Loss: 0.5474 Epoch 1/1... Discriminator Loss: 1.1919... Generator Loss: 0.6839 Epoch 1/1... Discriminator Loss: 1.1297... Generator Loss: 1.1570 Epoch 1/1... Discriminator Loss: 1.2849... Generator Loss: 0.7460 Epoch 1/1... Discriminator Loss: 1.4196... Generator Loss: 0.5769
Epoch 1/1... Discriminator Loss: 1.4568... Generator Loss: 0.7417 Epoch 1/1... Discriminator Loss: 1.2333... Generator Loss: 0.8439 Epoch 1/1... Discriminator Loss: 1.1242... Generator Loss: 0.9850 Epoch 1/1... Discriminator Loss: 0.6854... Generator Loss: 1.6861 Epoch 1/1... Discriminator Loss: 1.3757... Generator Loss: 0.4177 Epoch 1/1... Discriminator Loss: 0.9966... Generator Loss: 1.2603 Epoch 1/1... Discriminator Loss: 0.9884... Generator Loss: 0.9520 Epoch 1/1... Discriminator Loss: 1.2877... Generator Loss: 0.6198 Epoch 1/1... Discriminator Loss: 1.1926... Generator Loss: 1.1188 Epoch 1/1... Discriminator Loss: 1.2685... Generator Loss: 0.6006
Epoch 1/1... Discriminator Loss: 1.2382... Generator Loss: 0.6419 Epoch 1/1... Discriminator Loss: 1.2566... Generator Loss: 0.9843 Epoch 1/1... Discriminator Loss: 1.4237... Generator Loss: 0.5433 Epoch 1/1... Discriminator Loss: 1.2768... Generator Loss: 0.6239 Epoch 1/1... Discriminator Loss: 1.2168... Generator Loss: 1.0280 Epoch 1/1... Discriminator Loss: 0.6370... Generator Loss: 1.4436 Epoch 1/1... Discriminator Loss: 0.8649... Generator Loss: 0.8472 Epoch 1/1... Discriminator Loss: 0.6784... Generator Loss: 1.1570 Epoch 1/1... Discriminator Loss: 0.9317... Generator Loss: 0.9036 Epoch 1/1... Discriminator Loss: 0.6629... Generator Loss: 2.2348
Epoch 1/1... Discriminator Loss: 1.3627... Generator Loss: 0.3727 Epoch 1/1... Discriminator Loss: 1.0714... Generator Loss: 2.3122 Epoch 1/1... Discriminator Loss: 0.9047... Generator Loss: 0.8112 Epoch 1/1... Discriminator Loss: 0.9757... Generator Loss: 1.0821 Epoch 1/1... Discriminator Loss: 1.0433... Generator Loss: 0.6440 Epoch 1/1... Discriminator Loss: 1.3913... Generator Loss: 1.6231 Epoch 1/1... Discriminator Loss: 1.2428... Generator Loss: 0.5472 Epoch 1/1... Discriminator Loss: 1.0390... Generator Loss: 0.9291 Epoch 1/1... Discriminator Loss: 1.1533... Generator Loss: 1.0882 Epoch 1/1... Discriminator Loss: 1.1323... Generator Loss: 0.6598
Epoch 1/1... Discriminator Loss: 1.1189... Generator Loss: 1.0557 Epoch 1/1... Discriminator Loss: 1.4883... Generator Loss: 0.4797 Epoch 1/1... Discriminator Loss: 1.0999... Generator Loss: 1.6178 Epoch 1/1... Discriminator Loss: 0.5037... Generator Loss: 1.7754 Epoch 1/1... Discriminator Loss: 1.5559... Generator Loss: 0.3492 Epoch 1/1... Discriminator Loss: 1.6701... Generator Loss: 3.6826 Epoch 1/1... Discriminator Loss: 1.7610... Generator Loss: 0.2625 Epoch 1/1... Discriminator Loss: 0.9083... Generator Loss: 1.3159 Epoch 1/1... Discriminator Loss: 1.0018... Generator Loss: 1.9302 Epoch 1/1... Discriminator Loss: 0.9170... Generator Loss: 0.8512
Epoch 1/1... Discriminator Loss: 0.9769... Generator Loss: 1.0793 Epoch 1/1... Discriminator Loss: 1.1252... Generator Loss: 0.7918 Epoch 1/1... Discriminator Loss: 1.0629... Generator Loss: 0.9518 Epoch 1/1... Discriminator Loss: 1.3903... Generator Loss: 0.5753 Epoch 1/1... Discriminator Loss: 1.1464... Generator Loss: 1.0422 Epoch 1/1... Discriminator Loss: 1.2396... Generator Loss: 0.5480 Epoch 1/1... Discriminator Loss: 1.3567... Generator Loss: 1.1354 Epoch 1/1... Discriminator Loss: 1.2997... Generator Loss: 0.6082 Epoch 1/1... Discriminator Loss: 1.3402... Generator Loss: 0.5647 Epoch 1/1... Discriminator Loss: 1.3921... Generator Loss: 1.1213
Epoch 1/1... Discriminator Loss: 1.3655... Generator Loss: 0.5801 Epoch 1/1... Discriminator Loss: 1.0278... Generator Loss: 1.3165 Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.4852 Epoch 1/1... Discriminator Loss: 0.8061... Generator Loss: 1.5291 Epoch 1/1... Discriminator Loss: 1.1557... Generator Loss: 0.6672 Epoch 1/1... Discriminator Loss: 1.2757... Generator Loss: 0.5414 Epoch 1/1... Discriminator Loss: 1.3580... Generator Loss: 1.1210 Epoch 1/1... Discriminator Loss: 1.2490... Generator Loss: 0.5833 Epoch 1/1... Discriminator Loss: 1.1624... Generator Loss: 0.8974 Epoch 1/1... Discriminator Loss: 1.1857... Generator Loss: 0.8537
Epoch 1/1... Discriminator Loss: 1.0254... Generator Loss: 0.9031 Epoch 1/1... Discriminator Loss: 1.2806... Generator Loss: 0.5198 Epoch 1/1... Discriminator Loss: 1.0816... Generator Loss: 1.0600 Epoch 1/1... Discriminator Loss: 1.1170... Generator Loss: 0.7550 Epoch 1/1... Discriminator Loss: 0.5809... Generator Loss: 1.9418 Epoch 1/1... Discriminator Loss: 0.6263... Generator Loss: 1.1954 Epoch 1/1... Discriminator Loss: 1.5028... Generator Loss: 0.3498 Epoch 1/1... Discriminator Loss: 1.2403... Generator Loss: 2.3762 Epoch 1/1... Discriminator Loss: 0.9310... Generator Loss: 0.8848 Epoch 1/1... Discriminator Loss: 1.3705... Generator Loss: 0.4231
Epoch 1/1... Discriminator Loss: 1.2359... Generator Loss: 1.8411 Epoch 1/1... Discriminator Loss: 1.4765... Generator Loss: 0.3546 Epoch 1/1... Discriminator Loss: 0.9715... Generator Loss: 1.2371 Epoch 1/1... Discriminator Loss: 1.1597... Generator Loss: 0.8651 Epoch 1/1... Discriminator Loss: 0.9589... Generator Loss: 0.9895 Epoch 1/1... Discriminator Loss: 1.3675... Generator Loss: 0.4864 Epoch 1/1... Discriminator Loss: 1.3695... Generator Loss: 0.9110 Epoch 1/1... Discriminator Loss: 1.0513... Generator Loss: 0.9305 Epoch 1/1... Discriminator Loss: 0.9051... Generator Loss: 1.4261 Epoch 1/1... Discriminator Loss: 1.6028... Generator Loss: 0.2983
Epoch 1/1... Discriminator Loss: 0.6312... Generator Loss: 3.5024 Epoch 1/1... Discriminator Loss: 1.0121... Generator Loss: 0.6583 Epoch 1/1... Discriminator Loss: 0.6517... Generator Loss: 2.0907 Epoch 1/1... Discriminator Loss: 1.0405... Generator Loss: 0.7087 Epoch 1/1... Discriminator Loss: 1.0619... Generator Loss: 1.1186 Epoch 1/1... Discriminator Loss: 1.2419... Generator Loss: 0.5726 Epoch 1/1... Discriminator Loss: 0.9617... Generator Loss: 1.3439 Epoch 1/1... Discriminator Loss: 1.4013... Generator Loss: 0.3835 Epoch 1/1... Discriminator Loss: 1.1791... Generator Loss: 1.6000 Epoch 1/1... Discriminator Loss: 1.3020... Generator Loss: 0.6347
Epoch 1/1... Discriminator Loss: 1.0755... Generator Loss: 0.7088 Epoch 1/1... Discriminator Loss: 0.9188... Generator Loss: 1.6017 Epoch 1/1... Discriminator Loss: 0.7244... Generator Loss: 0.9899 Epoch 1/1... Discriminator Loss: 1.1559... Generator Loss: 0.6225 Epoch 1/1... Discriminator Loss: 1.2443... Generator Loss: 1.5091 Epoch 1/1... Discriminator Loss: 1.5043... Generator Loss: 0.3406 Epoch 1/1... Discriminator Loss: 0.8878... Generator Loss: 2.0037 Epoch 1/1... Discriminator Loss: 0.8106... Generator Loss: 0.9594 Epoch 1/1... Discriminator Loss: 0.9212... Generator Loss: 0.9438 Epoch 1/1... Discriminator Loss: 0.5920... Generator Loss: 1.7264
Epoch 1/1... Discriminator Loss: 1.6539... Generator Loss: 0.3511 Epoch 1/1... Discriminator Loss: 1.3375... Generator Loss: 2.4184 Epoch 1/1... Discriminator Loss: 1.4576... Generator Loss: 0.3683 Epoch 1/1... Discriminator Loss: 0.9425... Generator Loss: 1.8067 Epoch 1/1... Discriminator Loss: 1.0423... Generator Loss: 0.6771 Epoch 1/1... Discriminator Loss: 0.9094... Generator Loss: 1.1819 Epoch 1/1... Discriminator Loss: 0.5126... Generator Loss: 2.5822 Epoch 1/1... Discriminator Loss: 1.5395... Generator Loss: 0.3132 Epoch 1/1... Discriminator Loss: 2.2862... Generator Loss: 3.0971 Epoch 1/1... Discriminator Loss: 0.9078... Generator Loss: 0.8360
Epoch 1/1... Discriminator Loss: 1.0340... Generator Loss: 0.5898 Epoch 1/1... Discriminator Loss: 1.3273... Generator Loss: 1.4389 Epoch 1/1... Discriminator Loss: 1.0334... Generator Loss: 0.7141 Epoch 1/1... Discriminator Loss: 0.6387... Generator Loss: 1.6040 Epoch 1/1... Discriminator Loss: 1.1874... Generator Loss: 0.5979 Epoch 1/1... Discriminator Loss: 1.3359... Generator Loss: 2.7315 Epoch 1/1... Discriminator Loss: 1.1538... Generator Loss: 0.6850 Epoch 1/1... Discriminator Loss: 1.3792... Generator Loss: 1.3319 Epoch 1/1... Discriminator Loss: 1.7074... Generator Loss: 0.2767 Epoch 1/1... Discriminator Loss: 1.3937... Generator Loss: 1.1898
Epoch 1/1... Discriminator Loss: 1.1040... Generator Loss: 0.7834 Epoch 1/1... Discriminator Loss: 1.2185... Generator Loss: 0.6872 Epoch 1/1... Discriminator Loss: 1.3668... Generator Loss: 0.5386 Epoch 1/1... Discriminator Loss: 1.4040... Generator Loss: 1.1274 Epoch 1/1... Discriminator Loss: 1.4520... Generator Loss: 0.5032 Epoch 1/1... Discriminator Loss: 1.3744... Generator Loss: 0.8791 Epoch 1/1... Discriminator Loss: 1.0113... Generator Loss: 1.0930 Epoch 1/1... Discriminator Loss: 0.8480... Generator Loss: 0.9828 Epoch 1/1... Discriminator Loss: 0.7480... Generator Loss: 1.1261 Epoch 1/1... Discriminator Loss: 1.1822... Generator Loss: 0.6607
Epoch 1/1... Discriminator Loss: 1.1292... Generator Loss: 1.2612 Epoch 1/1... Discriminator Loss: 1.4960... Generator Loss: 0.3549 Epoch 1/1... Discriminator Loss: 0.9720... Generator Loss: 1.7190 Epoch 1/1... Discriminator Loss: 0.9568... Generator Loss: 0.7617 Epoch 1/1... Discriminator Loss: 0.8699... Generator Loss: 1.0885 Epoch 1/1... Discriminator Loss: 1.3834... Generator Loss: 0.4390 Epoch 1/1... Discriminator Loss: 1.4192... Generator Loss: 1.3322 Epoch 1/1... Discriminator Loss: 1.5670... Generator Loss: 0.3633 Epoch 1/1... Discriminator Loss: 1.4960... Generator Loss: 1.0422 Epoch 1/1... Discriminator Loss: 1.3344... Generator Loss: 0.6643
Epoch 1/1... Discriminator Loss: 1.4313... Generator Loss: 0.5085 Epoch 1/1... Discriminator Loss: 1.2456... Generator Loss: 0.9706 Epoch 1/1... Discriminator Loss: 0.6797... Generator Loss: 2.5908 Epoch 1/1... Discriminator Loss: 1.2051... Generator Loss: 0.4738 Epoch 1/1... Discriminator Loss: 1.4835... Generator Loss: 0.4297 Epoch 1/1... Discriminator Loss: 1.4308... Generator Loss: 1.9073 Epoch 1/1... Discriminator Loss: 1.1617... Generator Loss: 0.6089 Epoch 1/1... Discriminator Loss: 0.8367... Generator Loss: 1.0710 Epoch 1/1... Discriminator Loss: 0.7550... Generator Loss: 1.9060 Epoch 1/1... Discriminator Loss: 0.7845... Generator Loss: 0.8511
Epoch 1/1... Discriminator Loss: 0.9313... Generator Loss: 1.2000 Epoch 1/1... Discriminator Loss: 0.9339... Generator Loss: 0.8831 Epoch 1/1... Discriminator Loss: 1.0151... Generator Loss: 0.8590 Epoch 1/1... Discriminator Loss: 1.1280... Generator Loss: 0.8398 Epoch 1/1... Discriminator Loss: 1.1684... Generator Loss: 0.6232 Epoch 1/1... Discriminator Loss: 0.8523... Generator Loss: 1.1963 Epoch 1/1... Discriminator Loss: 1.1445... Generator Loss: 0.9282 Epoch 1/1... Discriminator Loss: 1.2543... Generator Loss: 0.5494 Epoch 1/1... Discriminator Loss: 1.3569... Generator Loss: 1.4422 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 0.5994
Epoch 1/1... Discriminator Loss: 1.1808... Generator Loss: 1.0690 Epoch 1/1... Discriminator Loss: 0.4962... Generator Loss: 1.9635 Epoch 1/1... Discriminator Loss: 1.2212... Generator Loss: 0.4829 Epoch 1/1... Discriminator Loss: 0.6741... Generator Loss: 1.7012 Epoch 1/1... Discriminator Loss: 1.3638... Generator Loss: 0.4830 Epoch 1/1... Discriminator Loss: 1.2284... Generator Loss: 1.8083 Epoch 1/1... Discriminator Loss: 1.5744... Generator Loss: 0.3042 Epoch 1/1... Discriminator Loss: 2.2060... Generator Loss: 3.1344 Epoch 1/1... Discriminator Loss: 0.9510... Generator Loss: 1.6709 Epoch 1/1... Discriminator Loss: 1.2687... Generator Loss: 0.4606
Epoch 1/1... Discriminator Loss: 1.1572... Generator Loss: 1.1542 Epoch 1/1... Discriminator Loss: 1.2062... Generator Loss: 0.7037 Epoch 1/1... Discriminator Loss: 1.3090... Generator Loss: 0.7655 Epoch 1/1... Discriminator Loss: 1.4156... Generator Loss: 0.7254 Epoch 1/1... Discriminator Loss: 1.5857... Generator Loss: 0.4693 Epoch 1/1... Discriminator Loss: 1.4468... Generator Loss: 0.7166 Epoch 1/1... Discriminator Loss: 1.0503... Generator Loss: 1.4975 Epoch 1/1... Discriminator Loss: 0.6946... Generator Loss: 1.3350 Epoch 1/1... Discriminator Loss: 1.5974... Generator Loss: 0.3172 Epoch 1/1... Discriminator Loss: 1.1487... Generator Loss: 1.7248
Epoch 1/1... Discriminator Loss: 1.2381... Generator Loss: 0.7666 Epoch 1/1... Discriminator Loss: 1.3578... Generator Loss: 0.4582 Epoch 1/1... Discriminator Loss: 1.1209... Generator Loss: 0.9137 Epoch 1/1... Discriminator Loss: 1.1982... Generator Loss: 0.9929 Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 0.6207 Epoch 1/1... Discriminator Loss: 1.0708... Generator Loss: 0.8666 Epoch 1/1... Discriminator Loss: 1.0943... Generator Loss: 0.7199 Epoch 1/1... Discriminator Loss: 1.1429... Generator Loss: 1.4241 Epoch 1/1... Discriminator Loss: 1.1580... Generator Loss: 0.6084 Epoch 1/1... Discriminator Loss: 0.9985... Generator Loss: 0.9459
Epoch 1/1... Discriminator Loss: 1.2477... Generator Loss: 0.8021 Epoch 1/1... Discriminator Loss: 1.0415... Generator Loss: 0.8220 Epoch 1/1... Discriminator Loss: 1.0170... Generator Loss: 0.9073 Epoch 1/1... Discriminator Loss: 1.0977... Generator Loss: 0.9346 Epoch 1/1... Discriminator Loss: 0.8190... Generator Loss: 1.1358 Epoch 1/1... Discriminator Loss: 0.6607... Generator Loss: 1.0197 Epoch 1/1... Discriminator Loss: 0.7674... Generator Loss: 1.6157 Epoch 1/1... Discriminator Loss: 1.3305... Generator Loss: 0.5158 Epoch 1/1... Discriminator Loss: 1.6728... Generator Loss: 2.2786 Epoch 1/1... Discriminator Loss: 1.8491... Generator Loss: 0.2292
Epoch 1/1... Discriminator Loss: 1.3413... Generator Loss: 1.2375 Epoch 1/1... Discriminator Loss: 0.9218... Generator Loss: 1.4137 Epoch 1/1... Discriminator Loss: 1.2207... Generator Loss: 0.5756 Epoch 1/1... Discriminator Loss: 1.2167... Generator Loss: 1.0386 Epoch 1/1... Discriminator Loss: 1.2206... Generator Loss: 0.6836 Epoch 1/1... Discriminator Loss: 1.2804... Generator Loss: 0.7022 Epoch 1/1... Discriminator Loss: 0.6645... Generator Loss: 2.7340 Epoch 1/1... Discriminator Loss: 0.7035... Generator Loss: 1.0548 Epoch 1/1... Discriminator Loss: 0.9078... Generator Loss: 0.8095 Epoch 1/1... Discriminator Loss: 1.1813... Generator Loss: 2.2911
Epoch 1/1... Discriminator Loss: 1.0604... Generator Loss: 0.5825 Epoch 1/1... Discriminator Loss: 1.0019... Generator Loss: 1.1141 Epoch 1/1... Discriminator Loss: 1.0434... Generator Loss: 0.7696 Epoch 1/1... Discriminator Loss: 1.1682... Generator Loss: 0.6670 Epoch 1/1... Discriminator Loss: 0.9753... Generator Loss: 1.3854 Epoch 1/1... Discriminator Loss: 1.3092... Generator Loss: 0.5222 Epoch 1/1... Discriminator Loss: 1.0069... Generator Loss: 0.9480 Epoch 1/1... Discriminator Loss: 0.9861... Generator Loss: 0.9770 Epoch 1/1... Discriminator Loss: 0.6687... Generator Loss: 1.4785 Epoch 1/1... Discriminator Loss: 0.7625... Generator Loss: 1.2297
Epoch 1/1... Discriminator Loss: 0.7970... Generator Loss: 1.0132 Epoch 1/1... Discriminator Loss: 0.9495... Generator Loss: 0.9725 Epoch 1/1... Discriminator Loss: 1.0692... Generator Loss: 0.6240 Epoch 1/1... Discriminator Loss: 1.2953... Generator Loss: 1.8655 Epoch 1/1... Discriminator Loss: 0.9725... Generator Loss: 0.6363 Epoch 1/1... Discriminator Loss: 1.5530... Generator Loss: 1.5413 Epoch 1/1... Discriminator Loss: 0.9985... Generator Loss: 0.8994 Epoch 1/1... Discriminator Loss: 1.5441... Generator Loss: 0.4757 Epoch 1/1... Discriminator Loss: 1.4706... Generator Loss: 0.8839 Epoch 1/1... Discriminator Loss: 1.5436... Generator Loss: 0.6026
Epoch 1/1... Discriminator Loss: 0.8268... Generator Loss: 1.5714 Epoch 1/1... Discriminator Loss: 0.6435... Generator Loss: 1.2275 Epoch 1/1... Discriminator Loss: 0.8572... Generator Loss: 0.9185 Epoch 1/1... Discriminator Loss: 0.8557... Generator Loss: 1.4886 Epoch 1/1... Discriminator Loss: 1.1723... Generator Loss: 0.5409 Epoch 1/1... Discriminator Loss: 0.8784... Generator Loss: 1.3274 Epoch 1/1... Discriminator Loss: 0.9959... Generator Loss: 1.0246 Epoch 1/1... Discriminator Loss: 1.2035... Generator Loss: 0.4907 Epoch 1/1... Discriminator Loss: 1.3030... Generator Loss: 2.3638 Epoch 1/1... Discriminator Loss: 1.0221... Generator Loss: 0.7921
Epoch 1/1... Discriminator Loss: 1.0852... Generator Loss: 0.6387 Epoch 1/1... Discriminator Loss: 0.9914... Generator Loss: 1.0100 Epoch 1/1... Discriminator Loss: 1.1579... Generator Loss: 1.0000 Epoch 1/1... Discriminator Loss: 1.1610... Generator Loss: 0.7565 Epoch 1/1... Discriminator Loss: 0.8300... Generator Loss: 1.0104 Epoch 1/1... Discriminator Loss: 0.8154... Generator Loss: 1.6676 Epoch 1/1... Discriminator Loss: 2.0873... Generator Loss: 0.1702 Epoch 1/1... Discriminator Loss: 1.6195... Generator Loss: 4.5539 Epoch 1/1... Discriminator Loss: 1.0064... Generator Loss: 0.7572 Epoch 1/1... Discriminator Loss: 0.6746... Generator Loss: 1.1927
Epoch 1/1... Discriminator Loss: 0.8209... Generator Loss: 1.1553 Epoch 1/1... Discriminator Loss: 1.0215... Generator Loss: 1.0579 Epoch 1/1... Discriminator Loss: 1.0833... Generator Loss: 1.2585 Epoch 1/1... Discriminator Loss: 1.1720... Generator Loss: 0.6651 Epoch 1/1... Discriminator Loss: 1.1423... Generator Loss: 1.2593 Epoch 1/1... Discriminator Loss: 1.3381... Generator Loss: 0.4296 Epoch 1/1... Discriminator Loss: 1.1822... Generator Loss: 1.1901 Epoch 1/1... Discriminator Loss: 1.2352... Generator Loss: 0.5713 Epoch 1/1... Discriminator Loss: 1.0904... Generator Loss: 1.2361 Epoch 1/1... Discriminator Loss: 1.0010... Generator Loss: 0.9459
Epoch 1/1... Discriminator Loss: 1.3976... Generator Loss: 0.4485 Epoch 1/1... Discriminator Loss: 1.4408... Generator Loss: 1.3286 Epoch 1/1... Discriminator Loss: 1.6313... Generator Loss: 0.3235 Epoch 1/1... Discriminator Loss: 1.1302... Generator Loss: 1.3413 Epoch 1/1... Discriminator Loss: 0.9942... Generator Loss: 0.9288 Epoch 1/1... Discriminator Loss: 0.5998... Generator Loss: 2.1539 Epoch 1/1... Discriminator Loss: 1.7850... Generator Loss: 0.2655 Epoch 1/1... Discriminator Loss: 1.3050... Generator Loss: 2.0281 Epoch 1/1... Discriminator Loss: 1.8132... Generator Loss: 0.2138 Epoch 1/1... Discriminator Loss: 1.1002... Generator Loss: 1.4652
Epoch 1/1... Discriminator Loss: 1.1180... Generator Loss: 0.8601 Epoch 1/1... Discriminator Loss: 0.9722... Generator Loss: 0.7916 Epoch 1/1... Discriminator Loss: 0.5739... Generator Loss: 2.2435 Epoch 1/1... Discriminator Loss: 1.2779... Generator Loss: 0.4569 Epoch 1/1... Discriminator Loss: 1.1930... Generator Loss: 1.1700 Epoch 1/1... Discriminator Loss: 1.0189... Generator Loss: 0.6998 Epoch 1/1... Discriminator Loss: 0.5177... Generator Loss: 2.2146 Epoch 1/1... Discriminator Loss: 0.4891... Generator Loss: 1.5989 Epoch 1/1... Discriminator Loss: 0.6621... Generator Loss: 0.9758 Epoch 1/1... Discriminator Loss: 0.9294... Generator Loss: 1.3427
Epoch 1/1... Discriminator Loss: 1.0094... Generator Loss: 0.7757 Epoch 1/1... Discriminator Loss: 1.1356... Generator Loss: 1.2028 Epoch 1/1... Discriminator Loss: 1.3183... Generator Loss: 0.4145 Epoch 1/1... Discriminator Loss: 1.5505... Generator Loss: 1.9713 Epoch 1/1... Discriminator Loss: 1.3302... Generator Loss: 0.4469 Epoch 1/1... Discriminator Loss: 0.9264... Generator Loss: 1.2139 Epoch 1/1... Discriminator Loss: 0.9839... Generator Loss: 0.9447 Epoch 1/1... Discriminator Loss: 1.0530... Generator Loss: 0.7156 Epoch 1/1... Discriminator Loss: 0.9277... Generator Loss: 1.7364 Epoch 1/1... Discriminator Loss: 0.6408... Generator Loss: 1.3325
Epoch 1/1... Discriminator Loss: 1.3388... Generator Loss: 0.4066 Epoch 1/1... Discriminator Loss: 1.3862... Generator Loss: 2.4915 Epoch 1/1... Discriminator Loss: 0.5267... Generator Loss: 1.2958 Epoch 1/1... Discriminator Loss: 1.1985... Generator Loss: 0.4700 Epoch 1/1... Discriminator Loss: 1.3235... Generator Loss: 2.1180 Epoch 1/1... Discriminator Loss: 1.0316... Generator Loss: 0.8216 Epoch 1/1... Discriminator Loss: 1.1487... Generator Loss: 0.5327 Epoch 1/1... Discriminator Loss: 1.1261... Generator Loss: 1.2238 Epoch 1/1... Discriminator Loss: 1.1381... Generator Loss: 0.8106 Epoch 1/1... Discriminator Loss: 0.7875... Generator Loss: 0.9984
Epoch 1/1... Discriminator Loss: 1.0991... Generator Loss: 0.7264 Epoch 1/1... Discriminator Loss: 0.9738... Generator Loss: 1.4380 Epoch 1/1... Discriminator Loss: 0.8231... Generator Loss: 0.9523 Epoch 1/1... Discriminator Loss: 0.6876... Generator Loss: 1.2552 Epoch 1/1... Discriminator Loss: 0.9285... Generator Loss: 0.7642 Epoch 1/1... Discriminator Loss: 0.9438... Generator Loss: 2.7027 Epoch 1/1... Discriminator Loss: 0.7865... Generator Loss: 1.1717 Epoch 1/1... Discriminator Loss: 2.0233... Generator Loss: 0.1697 Epoch 1/1... Discriminator Loss: 2.8876... Generator Loss: 2.8964 Epoch 1/1... Discriminator Loss: 1.1697... Generator Loss: 1.1077
Epoch 1/1... Discriminator Loss: 1.6724... Generator Loss: 0.2895 Epoch 1/1... Discriminator Loss: 1.2629... Generator Loss: 1.2426 Epoch 1/1... Discriminator Loss: 0.5481... Generator Loss: 2.5206 Epoch 1/1... Discriminator Loss: 0.4421... Generator Loss: 1.3992 Epoch 1/1... Discriminator Loss: 1.4443... Generator Loss: 0.3431 Epoch 1/1... Discriminator Loss: 1.2731... Generator Loss: 1.3908 Epoch 1/1... Discriminator Loss: 0.7696... Generator Loss: 1.1767 Epoch 1/1... Discriminator Loss: 1.2837... Generator Loss: 0.5118 Epoch 1/1... Discriminator Loss: 1.1090... Generator Loss: 1.4413 Epoch 1/1... Discriminator Loss: 1.4582... Generator Loss: 0.4824
Epoch 1/1... Discriminator Loss: 1.0080... Generator Loss: 1.0767 Epoch 1/1... Discriminator Loss: 0.8945... Generator Loss: 0.8768 Epoch 1/1... Discriminator Loss: 1.0336... Generator Loss: 0.8053 Epoch 1/1... Discriminator Loss: 1.0794... Generator Loss: 0.9943 Epoch 1/1... Discriminator Loss: 1.1142... Generator Loss: 0.6588 Epoch 1/1... Discriminator Loss: 1.0438... Generator Loss: 1.3289 Epoch 1/1... Discriminator Loss: 0.8873... Generator Loss: 0.7827 Epoch 1/1... Discriminator Loss: 0.5830... Generator Loss: 1.7453 Epoch 1/1... Discriminator Loss: 1.0308... Generator Loss: 0.6925 Epoch 1/1... Discriminator Loss: 0.7298... Generator Loss: 2.0280
Epoch 1/1... Discriminator Loss: 0.5506... Generator Loss: 1.3581 Epoch 1/1... Discriminator Loss: 1.3964... Generator Loss: 0.4299 Epoch 1/1... Discriminator Loss: 1.3729... Generator Loss: 1.9472 Epoch 1/1... Discriminator Loss: 1.1930... Generator Loss: 0.4638 Epoch 1/1... Discriminator Loss: 0.9067... Generator Loss: 1.4338 Epoch 1/1... Discriminator Loss: 1.2131... Generator Loss: 1.1889 Epoch 1/1... Discriminator Loss: 1.5280... Generator Loss: 0.3297 Epoch 1/1... Discriminator Loss: 1.4059... Generator Loss: 0.9548 Epoch 1/1... Discriminator Loss: 1.0770... Generator Loss: 0.9458 Epoch 1/1... Discriminator Loss: 1.3610... Generator Loss: 0.4657
Epoch 1/1... Discriminator Loss: 1.4230... Generator Loss: 1.7765 Epoch 1/1... Discriminator Loss: 0.8335... Generator Loss: 0.9122 Epoch 1/1... Discriminator Loss: 0.4281... Generator Loss: 1.6346 Epoch 1/1... Discriminator Loss: 1.6316... Generator Loss: 1.7129 Epoch 1/1... Discriminator Loss: 1.7424... Generator Loss: 0.2491 Epoch 1/1... Discriminator Loss: 1.9505... Generator Loss: 2.4771 Epoch 1/1... Discriminator Loss: 1.2124... Generator Loss: 0.7109 Epoch 1/1... Discriminator Loss: 1.4076... Generator Loss: 0.4190 Epoch 1/1... Discriminator Loss: 1.2096... Generator Loss: 0.9021 Epoch 1/1... Discriminator Loss: 1.3259... Generator Loss: 0.9256
Epoch 1/1... Discriminator Loss: 1.2522... Generator Loss: 0.7099 Epoch 1/1... Discriminator Loss: 1.3513... Generator Loss: 0.5426 Epoch 1/1... Discriminator Loss: 0.9019... Generator Loss: 0.9675 Epoch 1/1... Discriminator Loss: 0.2611... Generator Loss: 3.1193 Epoch 1/1... Discriminator Loss: 0.8215... Generator Loss: 0.7060 Epoch 1/1... Discriminator Loss: 1.4102... Generator Loss: 0.4138 Epoch 1/1... Discriminator Loss: 1.3757... Generator Loss: 3.3511 Epoch 1/1... Discriminator Loss: 0.9940... Generator Loss: 1.0550 Epoch 1/1... Discriminator Loss: 1.6444... Generator Loss: 0.3451 Epoch 1/1... Discriminator Loss: 1.6447... Generator Loss: 1.4202
Epoch 1/1... Discriminator Loss: 1.0540... Generator Loss: 0.8480 Epoch 1/1... Discriminator Loss: 1.1368... Generator Loss: 0.9477 Epoch 1/1... Discriminator Loss: 1.0735... Generator Loss: 1.1441 Epoch 1/1... Discriminator Loss: 0.9900... Generator Loss: 1.2115 Epoch 1/1... Discriminator Loss: 1.0341... Generator Loss: 0.6061 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 1.1994 Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.1175 Epoch 1/1... Discriminator Loss: 0.5881... Generator Loss: 1.2423 Epoch 1/1... Discriminator Loss: 1.0746... Generator Loss: 0.6637 Epoch 1/1... Discriminator Loss: 1.3383... Generator Loss: 1.6852
Epoch 1/1... Discriminator Loss: 1.0938... Generator Loss: 0.6416 Epoch 1/1... Discriminator Loss: 1.1527... Generator Loss: 0.6968 Epoch 1/1... Discriminator Loss: 1.0591... Generator Loss: 1.0448 Epoch 1/1... Discriminator Loss: 1.4132... Generator Loss: 0.4353 Epoch 1/1... Discriminator Loss: 1.1189... Generator Loss: 1.8155 Epoch 1/1... Discriminator Loss: 1.3885... Generator Loss: 0.4002 Epoch 1/1... Discriminator Loss: 0.8855... Generator Loss: 1.9492 Epoch 1/1... Discriminator Loss: 0.3304... Generator Loss: 2.6492 Epoch 1/1... Discriminator Loss: 1.1775... Generator Loss: 0.5109 Epoch 1/1... Discriminator Loss: 1.2110... Generator Loss: 1.6159
Epoch 1/1... Discriminator Loss: 0.6882... Generator Loss: 1.1785 Epoch 1/1... Discriminator Loss: 1.0481... Generator Loss: 0.6609 Epoch 1/1... Discriminator Loss: 0.9429... Generator Loss: 1.2871 Epoch 1/1... Discriminator Loss: 1.0256... Generator Loss: 0.7874 Epoch 1/1... Discriminator Loss: 1.0483... Generator Loss: 1.3934 Epoch 1/1... Discriminator Loss: 1.1997... Generator Loss: 0.4641 Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 1.1906 Epoch 1/1... Discriminator Loss: 1.0850... Generator Loss: 0.8272 Epoch 1/1... Discriminator Loss: 0.6045... Generator Loss: 1.4114 Epoch 1/1... Discriminator Loss: 0.5436... Generator Loss: 1.3035
Epoch 1/1... Discriminator Loss: 0.4922... Generator Loss: 2.1977 Epoch 1/1... Discriminator Loss: 0.8610... Generator Loss: 0.9251 Epoch 1/1... Discriminator Loss: 1.2177... Generator Loss: 0.5394 Epoch 1/1... Discriminator Loss: 1.5106... Generator Loss: 1.7665 Epoch 1/1... Discriminator Loss: 1.7109... Generator Loss: 0.2332 Epoch 1/1... Discriminator Loss: 1.3346... Generator Loss: 2.3432 Epoch 1/1... Discriminator Loss: 0.9371... Generator Loss: 1.1862 Epoch 1/1... Discriminator Loss: 1.1891... Generator Loss: 0.4819 Epoch 1/1... Discriminator Loss: 0.7258... Generator Loss: 2.0743 Epoch 1/1... Discriminator Loss: 1.1539... Generator Loss: 0.6112
Epoch 1/1... Discriminator Loss: 0.8956... Generator Loss: 1.0496 Epoch 1/1... Discriminator Loss: 1.0498... Generator Loss: 0.8044 Epoch 1/1... Discriminator Loss: 0.7733... Generator Loss: 1.3643 Epoch 1/1... Discriminator Loss: 1.1123... Generator Loss: 0.5827 Epoch 1/1... Discriminator Loss: 0.9174... Generator Loss: 2.3620 Epoch 1/1... Discriminator Loss: 1.1394... Generator Loss: 0.9289 Epoch 1/1... Discriminator Loss: 1.6936... Generator Loss: 0.2453 Epoch 1/1... Discriminator Loss: 2.5800... Generator Loss: 2.6230 Epoch 1/1... Discriminator Loss: 1.1143... Generator Loss: 0.9902 Epoch 1/1... Discriminator Loss: 1.6328... Generator Loss: 0.3120
Epoch 1/1... Discriminator Loss: 1.1727... Generator Loss: 0.9756 Epoch 1/1... Discriminator Loss: 0.9145... Generator Loss: 2.5058 Epoch 1/1... Discriminator Loss: 0.7969... Generator Loss: 1.0763 Epoch 1/1... Discriminator Loss: 1.1317... Generator Loss: 0.5339 Epoch 1/1... Discriminator Loss: 0.8672... Generator Loss: 1.3056 Epoch 1/1... Discriminator Loss: 0.7322... Generator Loss: 1.8549 Epoch 1/1... Discriminator Loss: 0.5365... Generator Loss: 1.1688 Epoch 1/1... Discriminator Loss: 1.0331... Generator Loss: 0.5985 Epoch 1/1... Discriminator Loss: 1.3916... Generator Loss: 2.0842 Epoch 1/1... Discriminator Loss: 1.2859... Generator Loss: 0.7191
Epoch 1/1... Discriminator Loss: 1.4644... Generator Loss: 0.3627 Epoch 1/1... Discriminator Loss: 1.3999... Generator Loss: 1.7333 Epoch 1/1... Discriminator Loss: 1.1549... Generator Loss: 1.0436 Epoch 1/1... Discriminator Loss: 1.0891... Generator Loss: 0.6008 Epoch 1/1... Discriminator Loss: 1.1712... Generator Loss: 0.7797 Epoch 1/1... Discriminator Loss: 1.0417... Generator Loss: 1.3795 Epoch 1/1... Discriminator Loss: 1.4104... Generator Loss: 0.4873 Epoch 1/1... Discriminator Loss: 1.3870... Generator Loss: 0.5657 Epoch 1/1... Discriminator Loss: 1.3703... Generator Loss: 1.3706 Epoch 1/1... Discriminator Loss: 1.3782... Generator Loss: 0.5569
Epoch 1/1... Discriminator Loss: 0.3971... Generator Loss: 3.5778 Epoch 1/1... Discriminator Loss: 0.9500... Generator Loss: 0.8380 Epoch 1/1... Discriminator Loss: 0.5297... Generator Loss: 1.3363 Epoch 1/1... Discriminator Loss: 0.7135... Generator Loss: 1.2771 Epoch 1/1... Discriminator Loss: 0.7195... Generator Loss: 1.4097 Epoch 1/1... Discriminator Loss: 0.6486... Generator Loss: 1.3450 Epoch 1/1... Discriminator Loss: 0.3617... Generator Loss: 2.5536 Epoch 1/1... Discriminator Loss: 0.3078... Generator Loss: 2.4504 Epoch 1/1... Discriminator Loss: 1.3338... Generator Loss: 0.4024 Epoch 1/1... Discriminator Loss: 1.5456... Generator Loss: 2.8545
Epoch 1/1... Discriminator Loss: 0.6472... Generator Loss: 1.8380 Epoch 1/1... Discriminator Loss: 1.3987... Generator Loss: 0.3317 Epoch 1/1... Discriminator Loss: 1.5586... Generator Loss: 2.3836 Epoch 1/1... Discriminator Loss: 0.7624... Generator Loss: 1.0727 Epoch 1/1... Discriminator Loss: 0.9601... Generator Loss: 0.6959 Epoch 1/1... Discriminator Loss: 0.7931... Generator Loss: 1.6431 Epoch 1/1... Discriminator Loss: 0.6512... Generator Loss: 1.2489 Epoch 1/1... Discriminator Loss: 1.0090... Generator Loss: 0.6403 Epoch 1/1... Discriminator Loss: 0.8873... Generator Loss: 1.4668 Epoch 1/1... Discriminator Loss: 0.7510... Generator Loss: 1.0807
Epoch 1/1... Discriminator Loss: 1.2720... Generator Loss: 0.4252 Epoch 1/1... Discriminator Loss: 1.4340... Generator Loss: 1.9624 Epoch 1/1... Discriminator Loss: 1.0214... Generator Loss: 0.6776 Epoch 1/1... Discriminator Loss: 0.9916... Generator Loss: 0.7494 Epoch 1/1... Discriminator Loss: 1.1320... Generator Loss: 1.4028 Epoch 1/1... Discriminator Loss: 1.0249... Generator Loss: 0.7025 Epoch 1/1... Discriminator Loss: 0.9035... Generator Loss: 1.2073 Epoch 1/1... Discriminator Loss: 0.7509... Generator Loss: 1.4389 Epoch 1/1... Discriminator Loss: 1.0632... Generator Loss: 0.5980 Epoch 1/1... Discriminator Loss: 1.1749... Generator Loss: 1.2803
Epoch 1/1... Discriminator Loss: 0.7348... Generator Loss: 0.8640 Epoch 1/1... Discriminator Loss: 1.1798... Generator Loss: 1.0658 Epoch 1/1... Discriminator Loss: 0.9316... Generator Loss: 1.2212 Epoch 1/1... Discriminator Loss: 1.6962... Generator Loss: 0.2578 Epoch 1/1... Discriminator Loss: 1.7758... Generator Loss: 1.8020 Epoch 1/1... Discriminator Loss: 1.0885... Generator Loss: 0.6188 Epoch 1/1... Discriminator Loss: 0.9185... Generator Loss: 1.0675 Epoch 1/1... Discriminator Loss: 0.8297... Generator Loss: 1.2890 Epoch 1/1... Discriminator Loss: 1.3391... Generator Loss: 0.5330 Epoch 1/1... Discriminator Loss: 0.8797... Generator Loss: 1.4813
Epoch 1/1... Discriminator Loss: 0.8600... Generator Loss: 0.7901 Epoch 1/1... Discriminator Loss: 0.9935... Generator Loss: 0.9713 Epoch 1/1... Discriminator Loss: 0.7944... Generator Loss: 1.1706 Epoch 1/1... Discriminator Loss: 0.5915... Generator Loss: 1.4168 Epoch 1/1... Discriminator Loss: 0.7155... Generator Loss: 0.9119 Epoch 1/1... Discriminator Loss: 0.7007... Generator Loss: 1.3600 Epoch 1/1... Discriminator Loss: 1.4259... Generator Loss: 1.2139 Epoch 1/1... Discriminator Loss: 1.7375... Generator Loss: 0.2412 Epoch 1/1... Discriminator Loss: 1.8708... Generator Loss: 2.0705 Epoch 1/1... Discriminator Loss: 1.0740... Generator Loss: 0.6104
Epoch 1/1... Discriminator Loss: 0.9999... Generator Loss: 0.8545 Epoch 1/1... Discriminator Loss: 1.1776... Generator Loss: 0.7189 Epoch 1/1... Discriminator Loss: 0.9762... Generator Loss: 1.0676 Epoch 1/1... Discriminator Loss: 1.4738... Generator Loss: 0.3443 Epoch 1/1... Discriminator Loss: 1.1645... Generator Loss: 2.0426 Epoch 1/1... Discriminator Loss: 0.5470... Generator Loss: 1.5636 Epoch 1/1... Discriminator Loss: 1.5733... Generator Loss: 0.3016 Epoch 1/1... Discriminator Loss: 1.3841... Generator Loss: 2.4327 Epoch 1/1... Discriminator Loss: 0.9852... Generator Loss: 0.7587 Epoch 1/1... Discriminator Loss: 0.8535... Generator Loss: 0.9726
Epoch 1/1... Discriminator Loss: 1.0550... Generator Loss: 0.7826 Epoch 1/1... Discriminator Loss: 1.0704... Generator Loss: 0.9808 Epoch 1/1... Discriminator Loss: 0.7577... Generator Loss: 1.1943 Epoch 1/1... Discriminator Loss: 0.3948... Generator Loss: 2.6346 Epoch 1/1... Discriminator Loss: 2.3269... Generator Loss: 0.1290 Epoch 1/1... Discriminator Loss: 3.9794... Generator Loss: 4.3580 Epoch 1/1... Discriminator Loss: 1.5831... Generator Loss: 0.9600 Epoch 1/1... Discriminator Loss: 1.2343... Generator Loss: 0.4718 Epoch 1/1... Discriminator Loss: 1.0827... Generator Loss: 1.5123 Epoch 1/1... Discriminator Loss: 1.0940... Generator Loss: 0.9830
Epoch 1/1... Discriminator Loss: 1.1811... Generator Loss: 0.5211 Epoch 1/1... Discriminator Loss: 1.1663... Generator Loss: 0.9505 Epoch 1/1... Discriminator Loss: 1.1900... Generator Loss: 0.8748 Epoch 1/1... Discriminator Loss: 1.1624... Generator Loss: 0.7088 Epoch 1/1... Discriminator Loss: 1.1907... Generator Loss: 0.9004 Epoch 1/1... Discriminator Loss: 1.2303... Generator Loss: 0.6782 Epoch 1/1... Discriminator Loss: 1.2947... Generator Loss: 0.7231 Epoch 1/1... Discriminator Loss: 1.1763... Generator Loss: 0.8476 Epoch 1/1... Discriminator Loss: 1.4064... Generator Loss: 0.6089 Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 1.1417
Epoch 1/1... Discriminator Loss: 0.5385... Generator Loss: 2.0672 Epoch 1/1... Discriminator Loss: 1.3526... Generator Loss: 0.4133 Epoch 1/1... Discriminator Loss: 1.2520... Generator Loss: 0.9364 Epoch 1/1... Discriminator Loss: 1.3247... Generator Loss: 1.3896 Epoch 1/1... Discriminator Loss: 1.3010... Generator Loss: 0.4433 Epoch 1/1... Discriminator Loss: 1.2057... Generator Loss: 0.9717 Epoch 1/1... Discriminator Loss: 1.1401... Generator Loss: 0.8374 Epoch 1/1... Discriminator Loss: 1.3914... Generator Loss: 0.4893 Epoch 1/1... Discriminator Loss: 1.1715... Generator Loss: 0.8360 Epoch 1/1... Discriminator Loss: 1.2883... Generator Loss: 0.6024
Epoch 1/1... Discriminator Loss: 0.9840... Generator Loss: 1.1480 Epoch 1/1... Discriminator Loss: 1.6204... Generator Loss: 0.4075 Epoch 1/1... Discriminator Loss: 1.0555... Generator Loss: 1.2716 Epoch 1/1... Discriminator Loss: 0.9059... Generator Loss: 1.5288 Epoch 1/1... Discriminator Loss: 0.3616... Generator Loss: 2.8173 Epoch 1/1... Discriminator Loss: 2.4309... Generator Loss: 0.1278 Epoch 1/1... Discriminator Loss: 0.8556... Generator Loss: 1.0911 Epoch 1/1... Discriminator Loss: 1.1464... Generator Loss: 1.4526 Epoch 1/1... Discriminator Loss: 1.2926... Generator Loss: 0.4820 Epoch 1/1... Discriminator Loss: 1.6232... Generator Loss: 0.3299
Epoch 1/1... Discriminator Loss: 0.8191... Generator Loss: 1.7586 Epoch 1/1... Discriminator Loss: 1.0782... Generator Loss: 0.9892 Epoch 1/1... Discriminator Loss: 0.9656... Generator Loss: 0.8420 Epoch 1/1... Discriminator Loss: 0.8750... Generator Loss: 1.2223 Epoch 1/1... Discriminator Loss: 1.0874... Generator Loss: 0.6693 Epoch 1/1... Discriminator Loss: 0.9754... Generator Loss: 0.9407 Epoch 1/1... Discriminator Loss: 0.8781... Generator Loss: 1.1477 Epoch 1/1... Discriminator Loss: 0.9092... Generator Loss: 0.8780 Epoch 1/1... Discriminator Loss: 0.8210... Generator Loss: 1.7728 Epoch 1/1... Discriminator Loss: 1.3151... Generator Loss: 0.4213
Epoch 1/1... Discriminator Loss: 1.6634... Generator Loss: 2.6379 Epoch 1/1... Discriminator Loss: 1.2468... Generator Loss: 0.4408 Epoch 1/1... Discriminator Loss: 1.0224... Generator Loss: 0.9733 Epoch 1/1... Discriminator Loss: 1.2657... Generator Loss: 0.8763 Epoch 1/1... Discriminator Loss: 1.2600... Generator Loss: 0.5672 Epoch 1/1... Discriminator Loss: 1.1826... Generator Loss: 1.0453 Epoch 1/1... Discriminator Loss: 1.2987... Generator Loss: 0.5656 Epoch 1/1... Discriminator Loss: 1.1232... Generator Loss: 1.1047 Epoch 1/1... Discriminator Loss: 1.0316... Generator Loss: 0.9187 Epoch 1/1... Discriminator Loss: 0.7064... Generator Loss: 1.1757
Epoch 1/1... Discriminator Loss: 0.7381... Generator Loss: 1.0975 Epoch 1/1... Discriminator Loss: 1.2733... Generator Loss: 0.4519 Epoch 1/1... Discriminator Loss: 1.5783... Generator Loss: 2.1921 Epoch 1/1... Discriminator Loss: 0.7372... Generator Loss: 0.9943 Epoch 1/1... Discriminator Loss: 1.5534... Generator Loss: 0.3169 Epoch 1/1... Discriminator Loss: 1.2141... Generator Loss: 2.4268 Epoch 1/1... Discriminator Loss: 0.8905... Generator Loss: 0.8888 Epoch 1/1... Discriminator Loss: 0.8223... Generator Loss: 0.8627 Epoch 1/1... Discriminator Loss: 0.9174... Generator Loss: 1.2597 Epoch 1/1... Discriminator Loss: 0.9276... Generator Loss: 0.7571
Epoch 1/1... Discriminator Loss: 0.9014... Generator Loss: 1.1068 Epoch 1/1... Discriminator Loss: 0.9731... Generator Loss: 1.0312 Epoch 1/1... Discriminator Loss: 0.9815... Generator Loss: 0.7142 Epoch 1/1... Discriminator Loss: 0.8266... Generator Loss: 1.0993 Epoch 1/1... Discriminator Loss: 0.7352... Generator Loss: 1.6382 Epoch 1/1... Discriminator Loss: 0.9929... Generator Loss: 0.7176 Epoch 1/1... Discriminator Loss: 0.5725... Generator Loss: 2.3490 Epoch 1/1... Discriminator Loss: 1.0000... Generator Loss: 0.6184 Epoch 1/1... Discriminator Loss: 1.2763... Generator Loss: 1.8004 Epoch 1/1... Discriminator Loss: 1.4995... Generator Loss: 0.3386
Epoch 1/1... Discriminator Loss: 1.9503... Generator Loss: 2.2952 Epoch 1/1... Discriminator Loss: 1.2860... Generator Loss: 0.4500 Epoch 1/1... Discriminator Loss: 1.3321... Generator Loss: 1.6506 Epoch 1/1... Discriminator Loss: 1.2161... Generator Loss: 0.5931 Epoch 1/1... Discriminator Loss: 1.2248... Generator Loss: 0.6934 Epoch 1/1... Discriminator Loss: 0.9428... Generator Loss: 1.1149 Epoch 1/1... Discriminator Loss: 1.5282... Generator Loss: 0.4329 Epoch 1/1... Discriminator Loss: 1.1799... Generator Loss: 0.8189 Epoch 1/1... Discriminator Loss: 1.0430... Generator Loss: 0.9271 Epoch 1/1... Discriminator Loss: 0.6334... Generator Loss: 1.5858
Epoch 1/1... Discriminator Loss: 1.1173... Generator Loss: 0.5241 Epoch 1/1... Discriminator Loss: 0.9140... Generator Loss: 1.7243 Epoch 1/1... Discriminator Loss: 0.9083... Generator Loss: 0.9219 Epoch 1/1... Discriminator Loss: 1.2972... Generator Loss: 0.5190 Epoch 1/1... Discriminator Loss: 0.7909... Generator Loss: 1.4648 Epoch 1/1... Discriminator Loss: 0.9800... Generator Loss: 0.7281 Epoch 1/1... Discriminator Loss: 1.0305... Generator Loss: 1.3573 Epoch 1/1... Discriminator Loss: 1.2170... Generator Loss: 0.5025 Epoch 1/1... Discriminator Loss: 0.7288... Generator Loss: 1.2148 Epoch 1/1... Discriminator Loss: 1.2024... Generator Loss: 0.6855
Epoch 1/1... Discriminator Loss: 0.9924... Generator Loss: 1.8033 Epoch 1/1... Discriminator Loss: 1.6930... Generator Loss: 0.2783 Epoch 1/1... Discriminator Loss: 1.3847... Generator Loss: 1.1961 Epoch 1/1... Discriminator Loss: 1.3175... Generator Loss: 0.6847 Epoch 1/1... Discriminator Loss: 1.0782... Generator Loss: 0.8197 Epoch 1/1... Discriminator Loss: 1.2603... Generator Loss: 0.7805 Epoch 1/1... Discriminator Loss: 0.8934... Generator Loss: 0.9946 Epoch 1/1... Discriminator Loss: 0.8865... Generator Loss: 1.2161 Epoch 1/1... Discriminator Loss: 0.7169... Generator Loss: 1.2550 Epoch 1/1... Discriminator Loss: 0.4642... Generator Loss: 1.8912
Epoch 1/1... Discriminator Loss: 1.6484... Generator Loss: 0.2787 Epoch 1/1... Discriminator Loss: 1.3824... Generator Loss: 2.9156 Epoch 1/1... Discriminator Loss: 0.9803... Generator Loss: 0.9718 Epoch 1/1... Discriminator Loss: 1.5969... Generator Loss: 0.2909 Epoch 1/1... Discriminator Loss: 1.0346... Generator Loss: 1.5211 Epoch 1/1... Discriminator Loss: 0.8429... Generator Loss: 1.0564 Epoch 1/1... Discriminator Loss: 1.0862... Generator Loss: 0.6820 Epoch 1/1... Discriminator Loss: 1.1087... Generator Loss: 0.8207 Epoch 1/1... Discriminator Loss: 0.7568... Generator Loss: 1.4107 Epoch 1/1... Discriminator Loss: 0.9459... Generator Loss: 0.9445
Epoch 1/1... Discriminator Loss: 1.1667... Generator Loss: 0.7529 Epoch 1/1... Discriminator Loss: 1.0230... Generator Loss: 0.8094 Epoch 1/1... Discriminator Loss: 0.5298... Generator Loss: 2.1900 Epoch 1/1... Discriminator Loss: 0.7504... Generator Loss: 0.9128 Epoch 1/1... Discriminator Loss: 1.0213... Generator Loss: 1.0054 Epoch 1/1... Discriminator Loss: 0.9619... Generator Loss: 1.1814 Epoch 1/1... Discriminator Loss: 1.3617... Generator Loss: 0.3954 Epoch 1/1... Discriminator Loss: 1.1222... Generator Loss: 2.1175 Epoch 1/1... Discriminator Loss: 1.2532... Generator Loss: 0.4440 Epoch 1/1... Discriminator Loss: 1.0981... Generator Loss: 1.4206
Epoch 1/1... Discriminator Loss: 1.4214... Generator Loss: 0.4208 Epoch 1/1... Discriminator Loss: 1.1273... Generator Loss: 1.7572 Epoch 1/1... Discriminator Loss: 1.0358... Generator Loss: 0.7401 Epoch 1/1... Discriminator Loss: 0.8949... Generator Loss: 0.9676 Epoch 1/1... Discriminator Loss: 1.1762... Generator Loss: 0.9817 Epoch 1/1... Discriminator Loss: 1.3613... Generator Loss: 0.4102 Epoch 1/1... Discriminator Loss: 1.2745... Generator Loss: 1.5176 Epoch 1/1... Discriminator Loss: 0.8272... Generator Loss: 0.9451 Epoch 1/1... Discriminator Loss: 0.5074... Generator Loss: 2.4692 Epoch 1/1... Discriminator Loss: 0.6005... Generator Loss: 1.1837
Epoch 1/1... Discriminator Loss: 0.9776... Generator Loss: 0.7917 Epoch 1/1... Discriminator Loss: 0.9924... Generator Loss: 1.9656 Epoch 1/1... Discriminator Loss: 1.0493... Generator Loss: 0.7689 Epoch 1/1... Discriminator Loss: 1.3149... Generator Loss: 0.5029 Epoch 1/1... Discriminator Loss: 1.2893... Generator Loss: 1.2011 Epoch 1/1... Discriminator Loss: 0.8836... Generator Loss: 0.7052 Epoch 1/1... Discriminator Loss: 0.7033... Generator Loss: 2.1879 Epoch 1/1... Discriminator Loss: 1.4415... Generator Loss: 0.3692 Epoch 1/1... Discriminator Loss: 1.1603... Generator Loss: 1.1808 Epoch 1/1... Discriminator Loss: 0.9320... Generator Loss: 0.9471
Epoch 1/1... Discriminator Loss: 0.9449... Generator Loss: 0.9128 Epoch 1/1... Discriminator Loss: 1.0365... Generator Loss: 0.8193 Epoch 1/1... Discriminator Loss: 1.0093... Generator Loss: 1.1579 Epoch 1/1... Discriminator Loss: 0.8110... Generator Loss: 1.1150 Epoch 1/1... Discriminator Loss: 0.5922... Generator Loss: 1.4388 Epoch 1/1... Discriminator Loss: 0.4212... Generator Loss: 1.7705 Epoch 1/1... Discriminator Loss: 0.9686... Generator Loss: 0.6535 Epoch 1/1... Discriminator Loss: 1.1435... Generator Loss: 2.5840 Epoch 1/1... Discriminator Loss: 0.8879... Generator Loss: 0.8109 Epoch 1/1... Discriminator Loss: 1.2393... Generator Loss: 0.5216
Epoch 1/1... Discriminator Loss: 1.3696... Generator Loss: 1.3384 Epoch 1/1... Discriminator Loss: 1.3980... Generator Loss: 0.3592 Epoch 1/1... Discriminator Loss: 1.7644... Generator Loss: 2.5385 Epoch 1/1... Discriminator Loss: 1.4485... Generator Loss: 0.3786 Epoch 1/1... Discriminator Loss: 0.8734... Generator Loss: 0.7827 Epoch 1/1... Discriminator Loss: 1.3049... Generator Loss: 1.8359 Epoch 1/1... Discriminator Loss: 1.3933... Generator Loss: 0.4227 Epoch 1/1... Discriminator Loss: 1.1486... Generator Loss: 1.0274 Epoch 1/1... Discriminator Loss: 1.1255... Generator Loss: 1.0605 Epoch 1/1... Discriminator Loss: 0.3097... Generator Loss: 3.0812
Epoch 1/1... Discriminator Loss: 0.5233... Generator Loss: 1.3629 Epoch 1/1... Discriminator Loss: 1.2373... Generator Loss: 0.4553 Epoch 1/1... Discriminator Loss: 1.1797... Generator Loss: 2.0140 Epoch 1/1... Discriminator Loss: 1.0874... Generator Loss: 0.7900 Epoch 1/1... Discriminator Loss: 1.3265... Generator Loss: 0.5064 Epoch 1/1... Discriminator Loss: 1.2508... Generator Loss: 1.2856 Epoch 1/1... Discriminator Loss: 1.1461... Generator Loss: 0.4977 Epoch 1/1... Discriminator Loss: 1.0718... Generator Loss: 1.8317 Epoch 1/1... Discriminator Loss: 1.0517... Generator Loss: 0.8021 Epoch 1/1... Discriminator Loss: 1.2599... Generator Loss: 0.5123
Epoch 1/1... Discriminator Loss: 1.0854... Generator Loss: 1.3110 Epoch 1/1... Discriminator Loss: 0.7215... Generator Loss: 1.0197 Epoch 1/1... Discriminator Loss: 0.9358... Generator Loss: 0.8484 Epoch 1/1... Discriminator Loss: 1.0277... Generator Loss: 0.8659 Epoch 1/1... Discriminator Loss: 0.6524... Generator Loss: 1.4269 Epoch 1/1... Discriminator Loss: 1.2003... Generator Loss: 0.5633 Epoch 1/1... Discriminator Loss: 1.1180... Generator Loss: 1.8537 Epoch 1/1... Discriminator Loss: 1.2760... Generator Loss: 0.4464 Epoch 1/1... Discriminator Loss: 1.0881... Generator Loss: 0.8611 Epoch 1/1... Discriminator Loss: 1.2969... Generator Loss: 0.9318
Epoch 1/1... Discriminator Loss: 0.9101... Generator Loss: 1.3757 Epoch 1/1... Discriminator Loss: 1.1577... Generator Loss: 0.5164 Epoch 1/1... Discriminator Loss: 1.5653... Generator Loss: 1.7984 Epoch 1/1... Discriminator Loss: 1.3340... Generator Loss: 0.4806 Epoch 1/1... Discriminator Loss: 1.0948... Generator Loss: 0.6742 Epoch 1/1... Discriminator Loss: 1.3920... Generator Loss: 0.9677 Epoch 1/1... Discriminator Loss: 1.2776... Generator Loss: 0.5475 Epoch 1/1... Discriminator Loss: 1.0669... Generator Loss: 1.1073 Epoch 1/1... Discriminator Loss: 0.6110... Generator Loss: 1.8787 Epoch 1/1... Discriminator Loss: 1.3552... Generator Loss: 0.3838
Epoch 1/1... Discriminator Loss: 1.2095... Generator Loss: 1.6881 Epoch 1/1... Discriminator Loss: 1.7501... Generator Loss: 0.2641 Epoch 1/1... Discriminator Loss: 1.3318... Generator Loss: 1.2257 Epoch 1/1... Discriminator Loss: 1.4971... Generator Loss: 0.7156 Epoch 1/1... Discriminator Loss: 1.3222... Generator Loss: 0.4936 Epoch 1/1... Discriminator Loss: 1.2956... Generator Loss: 0.7509 Epoch 1/1... Discriminator Loss: 1.1139... Generator Loss: 0.8052 Epoch 1/1... Discriminator Loss: 1.0722... Generator Loss: 0.7206 Epoch 1/1... Discriminator Loss: 0.7502... Generator Loss: 1.8616 Epoch 1/1... Discriminator Loss: 0.6374... Generator Loss: 1.2472
Epoch 1/1... Discriminator Loss: 1.9543... Generator Loss: 0.2137 Epoch 1/1... Discriminator Loss: 2.0259... Generator Loss: 1.6891 Epoch 1/1... Discriminator Loss: 1.2580... Generator Loss: 0.6470 Epoch 1/1... Discriminator Loss: 1.2617... Generator Loss: 0.6575 Epoch 1/1... Discriminator Loss: 1.3033... Generator Loss: 0.6794 Epoch 1/1... Discriminator Loss: 1.2606... Generator Loss: 0.7622 Epoch 1/1... Discriminator Loss: 1.1073... Generator Loss: 0.8315 Epoch 1/1... Discriminator Loss: 1.1067... Generator Loss: 0.8630 Epoch 1/1... Discriminator Loss: 0.5417... Generator Loss: 2.0862 Epoch 1/1... Discriminator Loss: 0.8372... Generator Loss: 0.8243
Epoch 1/1... Discriminator Loss: 0.7061... Generator Loss: 1.0251 Epoch 1/1... Discriminator Loss: 1.1003... Generator Loss: 0.9378 Epoch 1/1... Discriminator Loss: 0.6361... Generator Loss: 1.7098 Epoch 1/1... Discriminator Loss: 1.2129... Generator Loss: 0.4994 Epoch 1/1... Discriminator Loss: 1.1788... Generator Loss: 0.9769 Epoch 1/1... Discriminator Loss: 1.2192... Generator Loss: 0.5423 Epoch 1/1... Discriminator Loss: 1.0567... Generator Loss: 1.2417 Epoch 1/1... Discriminator Loss: 0.8305... Generator Loss: 0.9752 Epoch 1/1... Discriminator Loss: 1.0826... Generator Loss: 0.7731 Epoch 1/1... Discriminator Loss: 0.6927... Generator Loss: 1.6331
Epoch 1/1... Discriminator Loss: 0.4526... Generator Loss: 1.5450 Epoch 1/1... Discriminator Loss: 0.9317... Generator Loss: 0.7153 Epoch 1/1... Discriminator Loss: 1.2585... Generator Loss: 1.7513 Epoch 1/1... Discriminator Loss: 1.1282... Generator Loss: 0.4726 Epoch 1/1... Discriminator Loss: 0.8421... Generator Loss: 0.8139 Epoch 1/1... Discriminator Loss: 1.0057... Generator Loss: 1.3717 Epoch 1/1... Discriminator Loss: 0.8904... Generator Loss: 0.7709 Epoch 1/1... Discriminator Loss: 1.4272... Generator Loss: 1.5004 Epoch 1/1... Discriminator Loss: 1.1076... Generator Loss: 0.6551 Epoch 1/1... Discriminator Loss: 1.0226... Generator Loss: 0.7007
Epoch 1/1... Discriminator Loss: 0.9880... Generator Loss: 1.5831 Epoch 1/1... Discriminator Loss: 1.2835... Generator Loss: 0.4186 Epoch 1/1... Discriminator Loss: 1.4996... Generator Loss: 1.0898 Epoch 1/1... Discriminator Loss: 1.1783... Generator Loss: 0.5648 Epoch 1/1... Discriminator Loss: 1.0141... Generator Loss: 1.2566 Epoch 1/1... Discriminator Loss: 0.4303... Generator Loss: 1.9486 Epoch 1/1... Discriminator Loss: 0.5908... Generator Loss: 1.3829 Epoch 1/1... Discriminator Loss: 0.6648... Generator Loss: 1.1972 Epoch 1/1... Discriminator Loss: 0.7881... Generator Loss: 2.0901 Epoch 1/1... Discriminator Loss: 0.7842... Generator Loss: 1.1644
Epoch 1/1... Discriminator Loss: 1.6215... Generator Loss: 0.2831 Epoch 1/1... Discriminator Loss: 2.0134... Generator Loss: 2.1185 Epoch 1/1... Discriminator Loss: 1.3958... Generator Loss: 0.4317 Epoch 1/1... Discriminator Loss: 2.2539... Generator Loss: 2.2137 Epoch 1/1... Discriminator Loss: 1.6570... Generator Loss: 0.2941 Epoch 1/1... Discriminator Loss: 1.2878... Generator Loss: 1.0052 Epoch 1/1... Discriminator Loss: 1.1084... Generator Loss: 1.0202 Epoch 1/1... Discriminator Loss: 1.2026... Generator Loss: 0.5201 Epoch 1/1... Discriminator Loss: 0.9900... Generator Loss: 1.2943 Epoch 1/1... Discriminator Loss: 1.3007... Generator Loss: 0.5465
Epoch 1/1... Discriminator Loss: 1.2973... Generator Loss: 0.6748 Epoch 1/1... Discriminator Loss: 1.2507... Generator Loss: 1.4665 Epoch 1/1... Discriminator Loss: 1.0590... Generator Loss: 0.7141 Epoch 1/1... Discriminator Loss: 0.7626... Generator Loss: 1.0238 Epoch 1/1... Discriminator Loss: 1.4956... Generator Loss: 0.4534 Epoch 1/1... Discriminator Loss: 0.9641... Generator Loss: 1.6643 Epoch 1/1... Discriminator Loss: 1.7656... Generator Loss: 0.2343 Epoch 1/1... Discriminator Loss: 1.5062... Generator Loss: 1.7981 Epoch 1/1... Discriminator Loss: 1.5612... Generator Loss: 0.3876 Epoch 1/1... Discriminator Loss: 1.1420... Generator Loss: 0.7608
Epoch 1/1... Discriminator Loss: 0.8745... Generator Loss: 1.1926 Epoch 1/1... Discriminator Loss: 0.6810... Generator Loss: 1.4125 Epoch 1/1... Discriminator Loss: 0.8851... Generator Loss: 0.7851 Epoch 1/1... Discriminator Loss: 0.8538... Generator Loss: 1.2779 Epoch 1/1... Discriminator Loss: 1.0595... Generator Loss: 0.6082 Epoch 1/1... Discriminator Loss: 1.1085... Generator Loss: 1.0821 Epoch 1/1... Discriminator Loss: 0.5149... Generator Loss: 2.1549 Epoch 1/1... Discriminator Loss: 1.4369... Generator Loss: 0.3410 Epoch 1/1... Discriminator Loss: 1.5885... Generator Loss: 1.7268 Epoch 1/1... Discriminator Loss: 0.9174... Generator Loss: 0.7260
Epoch 1/1... Discriminator Loss: 0.9766... Generator Loss: 0.8134 Epoch 1/1... Discriminator Loss: 1.2650... Generator Loss: 1.7135 Epoch 1/1... Discriminator Loss: 1.0880... Generator Loss: 0.6623 Epoch 1/1... Discriminator Loss: 1.0993... Generator Loss: 0.9989 Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.5769 Epoch 1/1... Discriminator Loss: 1.0440... Generator Loss: 1.0330 Epoch 1/1... Discriminator Loss: 0.6375... Generator Loss: 2.2296 Epoch 1/1... Discriminator Loss: 0.6568... Generator Loss: 1.3058 Epoch 1/1... Discriminator Loss: 0.3075... Generator Loss: 2.3919 Epoch 1/1... Discriminator Loss: 0.6955... Generator Loss: 0.9330
Epoch 1/1... Discriminator Loss: 0.7761... Generator Loss: 0.9051 Epoch 1/1... Discriminator Loss: 0.6233... Generator Loss: 1.2036 Epoch 1/1... Discriminator Loss: 0.7326... Generator Loss: 1.5327 Epoch 1/1... Discriminator Loss: 0.7238... Generator Loss: 1.0597 Epoch 1/1... Discriminator Loss: 0.7321... Generator Loss: 1.8286 Epoch 1/1... Discriminator Loss: 0.9967... Generator Loss: 0.6268 Epoch 1/1... Discriminator Loss: 1.0735... Generator Loss: 1.4695 Epoch 1/1... Discriminator Loss: 1.1372... Generator Loss: 0.5088 Epoch 1/1... Discriminator Loss: 1.4278... Generator Loss: 3.7889 Epoch 1/1... Discriminator Loss: 0.9531... Generator Loss: 0.8380
Epoch 1/1... Discriminator Loss: 1.2245... Generator Loss: 0.5075 Epoch 1/1... Discriminator Loss: 1.0939... Generator Loss: 1.0607 Epoch 1/1... Discriminator Loss: 1.1418... Generator Loss: 0.5577 Epoch 1/1... Discriminator Loss: 0.9490... Generator Loss: 2.0177 Epoch 1/1... Discriminator Loss: 1.1296... Generator Loss: 0.5665 Epoch 1/1... Discriminator Loss: 1.1067... Generator Loss: 0.8477 Epoch 1/1... Discriminator Loss: 1.1166... Generator Loss: 1.0736 Epoch 1/1... Discriminator Loss: 0.8643... Generator Loss: 1.0813 Epoch 1/1... Discriminator Loss: 0.7380... Generator Loss: 1.0924 Epoch 1/1... Discriminator Loss: 1.2412... Generator Loss: 0.5994
Epoch 1/1... Discriminator Loss: 1.0882... Generator Loss: 1.1208 Epoch 1/1... Discriminator Loss: 1.5670... Generator Loss: 0.3079 Epoch 1/1... Discriminator Loss: 0.6787... Generator Loss: 1.5054 Epoch 1/1... Discriminator Loss: 0.7937... Generator Loss: 1.2097 Epoch 1/1... Discriminator Loss: 0.8463... Generator Loss: 0.8810 Epoch 1/1... Discriminator Loss: 0.9797... Generator Loss: 1.4250 Epoch 1/1... Discriminator Loss: 0.6827... Generator Loss: 1.0752 Epoch 1/1... Discriminator Loss: 0.5849... Generator Loss: 1.2313 Epoch 1/1... Discriminator Loss: 0.5205... Generator Loss: 1.4478 Epoch 1/1... Discriminator Loss: 0.7256... Generator Loss: 1.2814
Epoch 1/1... Discriminator Loss: 1.0542... Generator Loss: 0.8379 Epoch 1/1... Discriminator Loss: 0.4514... Generator Loss: 1.3590 Epoch 1/1... Discriminator Loss: 0.7486... Generator Loss: 3.2435 Epoch 1/1... Discriminator Loss: 1.1673... Generator Loss: 1.1933 Epoch 1/1... Discriminator Loss: 1.6547... Generator Loss: 0.2799 Epoch 1/1... Discriminator Loss: 1.8446... Generator Loss: 1.9697 Epoch 1/1... Discriminator Loss: 1.2628... Generator Loss: 0.5141 Epoch 1/1... Discriminator Loss: 0.8930... Generator Loss: 1.2189 Epoch 1/1... Discriminator Loss: 0.7701... Generator Loss: 1.2295 Epoch 1/1... Discriminator Loss: 0.7667... Generator Loss: 0.8959
Epoch 1/1... Discriminator Loss: 0.8190... Generator Loss: 1.5823 Epoch 1/1... Discriminator Loss: 1.1793... Generator Loss: 0.5109 Epoch 1/1... Discriminator Loss: 1.1478... Generator Loss: 1.8571 Epoch 1/1... Discriminator Loss: 0.8821... Generator Loss: 0.7354 Epoch 1/1... Discriminator Loss: 0.4779... Generator Loss: 2.1010 Epoch 1/1... Discriminator Loss: 0.9236... Generator Loss: 0.7259 Epoch 1/1... Discriminator Loss: 0.9825... Generator Loss: 1.0390 Epoch 1/1... Discriminator Loss: 0.6501... Generator Loss: 1.0676 Epoch 1/1... Discriminator Loss: 0.5987... Generator Loss: 1.7300 Epoch 1/1... Discriminator Loss: 0.9011... Generator Loss: 0.7222
Epoch 1/1... Discriminator Loss: 0.3874... Generator Loss: 2.6378 Epoch 1/1... Discriminator Loss: 1.1354... Generator Loss: 0.5098 Epoch 1/1... Discriminator Loss: 2.2499... Generator Loss: 2.5536 Epoch 1/1... Discriminator Loss: 1.2957... Generator Loss: 0.4557 Epoch 1/1... Discriminator Loss: 1.0131... Generator Loss: 0.7057 Epoch 1/1... Discriminator Loss: 1.3177... Generator Loss: 1.2168 Epoch 1/1... Discriminator Loss: 1.2817... Generator Loss: 0.4230 Epoch 1/1... Discriminator Loss: 1.5453... Generator Loss: 2.1942 Epoch 1/1... Discriminator Loss: 1.2121... Generator Loss: 0.7717 Epoch 1/1... Discriminator Loss: 1.2107... Generator Loss: 0.7308
Epoch 1/1... Discriminator Loss: 1.1991... Generator Loss: 0.8273 Epoch 1/1... Discriminator Loss: 1.3966... Generator Loss: 0.5677 Epoch 1/1... Discriminator Loss: 1.3484... Generator Loss: 0.6773 Epoch 1/1... Discriminator Loss: 1.2943... Generator Loss: 0.7383 Epoch 1/1... Discriminator Loss: 1.2460... Generator Loss: 0.7520 Epoch 1/1... Discriminator Loss: 1.2201... Generator Loss: 0.6673 Epoch 1/1... Discriminator Loss: 0.9749... Generator Loss: 1.6709 Epoch 1/1... Discriminator Loss: 0.6371... Generator Loss: 1.3180 Epoch 1/1... Discriminator Loss: 1.1896... Generator Loss: 0.4665 Epoch 1/1... Discriminator Loss: 0.6909... Generator Loss: 1.2782
Epoch 1/1... Discriminator Loss: 0.8257... Generator Loss: 1.3128 Epoch 1/1... Discriminator Loss: 1.0695... Generator Loss: 0.7160 Epoch 1/1... Discriminator Loss: 0.7792... Generator Loss: 0.9894 Epoch 1/1... Discriminator Loss: 0.8931... Generator Loss: 0.8480 Epoch 1/1... Discriminator Loss: 0.9985... Generator Loss: 1.1437 Epoch 1/1... Discriminator Loss: 1.1767... Generator Loss: 0.5427 Epoch 1/1... Discriminator Loss: 1.1142... Generator Loss: 1.6494 Epoch 1/1... Discriminator Loss: 1.4294... Generator Loss: 0.3537 Epoch 1/1... Discriminator Loss: 1.9619... Generator Loss: 2.2910 Epoch 1/1... Discriminator Loss: 1.0469... Generator Loss: 0.7031
Epoch 1/1... Discriminator Loss: 1.1821... Generator Loss: 0.5023 Epoch 1/1... Discriminator Loss: 1.1744... Generator Loss: 1.7250 Epoch 1/1... Discriminator Loss: 1.1979... Generator Loss: 0.5291 Epoch 1/1... Discriminator Loss: 1.0726... Generator Loss: 0.9521 Epoch 1/1... Discriminator Loss: 1.2693... Generator Loss: 0.8101 Epoch 1/1... Discriminator Loss: 1.3071... Generator Loss: 0.6104 Epoch 1/1... Discriminator Loss: 1.2315... Generator Loss: 0.7053 Epoch 1/1... Discriminator Loss: 1.3109... Generator Loss: 0.7436 Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 1.2600 Epoch 1/1... Discriminator Loss: 1.4007... Generator Loss: 0.4418
Epoch 1/1... Discriminator Loss: 1.3380... Generator Loss: 1.1007 Epoch 1/1... Discriminator Loss: 1.1900... Generator Loss: 0.6447 Epoch 1/1... Discriminator Loss: 1.2449... Generator Loss: 0.6531 Epoch 1/1... Discriminator Loss: 1.3454... Generator Loss: 1.0098 Epoch 1/1... Discriminator Loss: 1.2815... Generator Loss: 0.5575 Epoch 1/1... Discriminator Loss: 0.9644... Generator Loss: 1.0133 Epoch 1/1... Discriminator Loss: 0.9135... Generator Loss: 1.3740 Epoch 1/1... Discriminator Loss: 1.1860... Generator Loss: 0.4925 Epoch 1/1... Discriminator Loss: 1.0763... Generator Loss: 1.9461 Epoch 1/1... Discriminator Loss: 1.0450... Generator Loss: 0.6099
Epoch 1/1... Discriminator Loss: 1.1825... Generator Loss: 0.8536 Epoch 1/1... Discriminator Loss: 1.2456... Generator Loss: 0.6480 Epoch 1/1... Discriminator Loss: 0.4749... Generator Loss: 2.4187 Epoch 1/1... Discriminator Loss: 1.2667... Generator Loss: 0.4831 Epoch 1/1... Discriminator Loss: 0.8205... Generator Loss: 1.3566 Epoch 1/1... Discriminator Loss: 0.7665... Generator Loss: 1.2344 Epoch 1/1... Discriminator Loss: 1.1105... Generator Loss: 0.6368 Epoch 1/1... Discriminator Loss: 0.7683... Generator Loss: 1.4217 Epoch 1/1... Discriminator Loss: 1.6981... Generator Loss: 0.2844 Epoch 1/1... Discriminator Loss: 2.4591... Generator Loss: 2.3152
Epoch 1/1... Discriminator Loss: 1.5551... Generator Loss: 0.4587 Epoch 1/1... Discriminator Loss: 0.9584... Generator Loss: 0.8405 Epoch 1/1... Discriminator Loss: 1.1647... Generator Loss: 1.0576 Epoch 1/1... Discriminator Loss: 1.0598... Generator Loss: 0.8968 Epoch 1/1... Discriminator Loss: 0.7915... Generator Loss: 1.3157 Epoch 1/1... Discriminator Loss: 0.7862... Generator Loss: 1.0845 Epoch 1/1... Discriminator Loss: 0.6979... Generator Loss: 1.2309 Epoch 1/1... Discriminator Loss: 0.6810... Generator Loss: 1.2832 Epoch 1/1... Discriminator Loss: 1.0038... Generator Loss: 0.7241 Epoch 1/1... Discriminator Loss: 0.7335... Generator Loss: 1.0719
Epoch 1/1... Discriminator Loss: 0.9448... Generator Loss: 1.1625 Epoch 1/1... Discriminator Loss: 1.1138... Generator Loss: 0.5644 Epoch 1/1... Discriminator Loss: 0.8378... Generator Loss: 1.1675 Epoch 1/1... Discriminator Loss: 0.9070... Generator Loss: 0.9615 Epoch 1/1... Discriminator Loss: 1.0051... Generator Loss: 0.8457 Epoch 1/1... Discriminator Loss: 0.8184... Generator Loss: 1.0936 Epoch 1/1... Discriminator Loss: 1.1252... Generator Loss: 1.3162 Epoch 1/1... Discriminator Loss: 1.6700... Generator Loss: 0.2523 Epoch 1/1... Discriminator Loss: 1.1729... Generator Loss: 2.3012 Epoch 1/1... Discriminator Loss: 0.9839... Generator Loss: 0.6133
Epoch 1/1... Discriminator Loss: 0.5256... Generator Loss: 2.6801 Epoch 1/1... Discriminator Loss: 1.6014... Generator Loss: 0.2864 Epoch 1/1... Discriminator Loss: 1.5700... Generator Loss: 2.6782 Epoch 1/1... Discriminator Loss: 1.0580... Generator Loss: 0.8654 Epoch 1/1... Discriminator Loss: 1.0511... Generator Loss: 0.7039 Epoch 1/1... Discriminator Loss: 1.0957... Generator Loss: 1.0006 Epoch 1/1... Discriminator Loss: 1.2926... Generator Loss: 0.4656 Epoch 1/1... Discriminator Loss: 1.1956... Generator Loss: 1.3234 Epoch 1/1... Discriminator Loss: 1.0534... Generator Loss: 0.7480 Epoch 1/1... Discriminator Loss: 1.0681... Generator Loss: 0.7560
Epoch 1/1... Discriminator Loss: 1.0043... Generator Loss: 1.3014 Epoch 1/1... Discriminator Loss: 0.9536... Generator Loss: 0.7134 Epoch 1/1... Discriminator Loss: 0.7768... Generator Loss: 1.1768 Epoch 1/1... Discriminator Loss: 1.1796... Generator Loss: 0.6522 Epoch 1/1... Discriminator Loss: 0.9319... Generator Loss: 1.1043 Epoch 1/1... Discriminator Loss: 1.1205... Generator Loss: 0.5974 Epoch 1/1... Discriminator Loss: 1.0819... Generator Loss: 0.9530 Epoch 1/1... Discriminator Loss: 0.9067... Generator Loss: 1.6970 Epoch 1/1... Discriminator Loss: 1.3549... Generator Loss: 0.3737 Epoch 1/1... Discriminator Loss: 1.9034... Generator Loss: 1.8609
Epoch 1/1... Discriminator Loss: 2.0980... Generator Loss: 0.2088 Epoch 1/1... Discriminator Loss: 1.2144... Generator Loss: 1.5374 Epoch 1/1... Discriminator Loss: 1.3183... Generator Loss: 0.6882 Epoch 1/1... Discriminator Loss: 1.2293... Generator Loss: 0.5891 Epoch 1/1... Discriminator Loss: 1.4580... Generator Loss: 0.8699 Epoch 1/1... Discriminator Loss: 1.4685... Generator Loss: 0.6250 Epoch 1/1... Discriminator Loss: 1.4040... Generator Loss: 0.4953 Epoch 1/1... Discriminator Loss: 1.3899... Generator Loss: 0.6330 Epoch 1/1... Discriminator Loss: 1.6046... Generator Loss: 0.6577 Epoch 1/1... Discriminator Loss: 1.6363... Generator Loss: 0.3948
Epoch 1/1... Discriminator Loss: 1.0931... Generator Loss: 2.2763 Epoch 1/1... Discriminator Loss: 1.4177... Generator Loss: 0.3817 Epoch 1/1... Discriminator Loss: 0.9195... Generator Loss: 1.3546 Epoch 1/1... Discriminator Loss: 0.6193... Generator Loss: 1.3639 Epoch 1/1... Discriminator Loss: 1.5657... Generator Loss: 0.3112 Epoch 1/1... Discriminator Loss: 1.4211... Generator Loss: 1.7378 Epoch 1/1... Discriminator Loss: 0.6862... Generator Loss: 1.3082 Epoch 1/1... Discriminator Loss: 1.8232... Generator Loss: 0.2281 Epoch 1/1... Discriminator Loss: 1.2134... Generator Loss: 1.5017 Epoch 1/1... Discriminator Loss: 1.2326... Generator Loss: 0.6473
Epoch 1/1... Discriminator Loss: 1.3598... Generator Loss: 0.5528 Epoch 1/1... Discriminator Loss: 1.1272... Generator Loss: 0.6775 Epoch 1/1... Discriminator Loss: 0.9727... Generator Loss: 1.0020 Epoch 1/1... Discriminator Loss: 0.9228... Generator Loss: 0.9324 Epoch 1/1... Discriminator Loss: 0.5607... Generator Loss: 1.4211 Epoch 1/1... Discriminator Loss: 0.6676... Generator Loss: 0.9983 Epoch 1/1... Discriminator Loss: 1.0476... Generator Loss: 0.6866 Epoch 1/1... Discriminator Loss: 1.5858... Generator Loss: 2.2294 Epoch 1/1... Discriminator Loss: 1.5023... Generator Loss: 0.4332 Epoch 1/1... Discriminator Loss: 1.3536... Generator Loss: 0.6846
Epoch 1/1... Discriminator Loss: 1.3353... Generator Loss: 0.6669 Epoch 1/1... Discriminator Loss: 1.2409... Generator Loss: 0.6726 Epoch 1/1... Discriminator Loss: 1.2244... Generator Loss: 0.6217 Epoch 1/1... Discriminator Loss: 1.5623... Generator Loss: 0.5855 Epoch 1/1... Discriminator Loss: 1.0627... Generator Loss: 0.8281 Epoch 1/1... Discriminator Loss: 1.1778... Generator Loss: 0.6102 Epoch 1/1... Discriminator Loss: 1.3218... Generator Loss: 1.4113 Epoch 1/1... Discriminator Loss: 1.3856... Generator Loss: 0.4158 Epoch 1/1... Discriminator Loss: 1.0831... Generator Loss: 0.9024 Epoch 1/1... Discriminator Loss: 0.9940... Generator Loss: 0.9560
Epoch 1/1... Discriminator Loss: 1.3410... Generator Loss: 0.4547 Epoch 1/1... Discriminator Loss: 1.3043... Generator Loss: 1.3007 Epoch 1/1... Discriminator Loss: 0.4131... Generator Loss: 2.0585 Epoch 1/1... Discriminator Loss: 1.4763... Generator Loss: 0.3534 Epoch 1/1... Discriminator Loss: 1.5201... Generator Loss: 1.6047 Epoch 1/1... Discriminator Loss: 1.4053... Generator Loss: 0.4731 Epoch 1/1... Discriminator Loss: 1.4597... Generator Loss: 0.5969 Epoch 1/1... Discriminator Loss: 1.2952... Generator Loss: 0.9313 Epoch 1/1... Discriminator Loss: 1.7118... Generator Loss: 0.3188 Epoch 1/1... Discriminator Loss: 1.7431... Generator Loss: 1.5814
Epoch 1/1... Discriminator Loss: 1.5072... Generator Loss: 0.4356 Epoch 1/1... Discriminator Loss: 1.1426... Generator Loss: 0.6806 Epoch 1/1... Discriminator Loss: 1.3396... Generator Loss: 0.8182 Epoch 1/1... Discriminator Loss: 1.2495... Generator Loss: 0.8468 Epoch 1/1... Discriminator Loss: 0.7490... Generator Loss: 1.2420 Epoch 1/1... Discriminator Loss: 1.1174... Generator Loss: 0.5826 Epoch 1/1... Discriminator Loss: 1.1570... Generator Loss: 1.4299 Epoch 1/1... Discriminator Loss: 0.6922... Generator Loss: 1.1475 Epoch 1/1... Discriminator Loss: 1.2526... Generator Loss: 0.5608 Epoch 1/1... Discriminator Loss: 1.1473... Generator Loss: 1.3799
Epoch 1/1... Discriminator Loss: 1.2738... Generator Loss: 0.5041 Epoch 1/1... Discriminator Loss: 1.1291... Generator Loss: 1.7040 Epoch 1/1... Discriminator Loss: 1.5006... Generator Loss: 0.3437 Epoch 1/1... Discriminator Loss: 1.3521... Generator Loss: 1.9413 Epoch 1/1... Discriminator Loss: 0.8762... Generator Loss: 1.0233 Epoch 1/1... Discriminator Loss: 1.5859... Generator Loss: 0.3107 Epoch 1/1... Discriminator Loss: 1.3602... Generator Loss: 0.8340 Epoch 1/1... Discriminator Loss: 1.5328... Generator Loss: 0.9058 Epoch 1/1... Discriminator Loss: 1.5220... Generator Loss: 0.3795 Epoch 1/1... Discriminator Loss: 1.0467... Generator Loss: 1.4172
Epoch 1/1... Discriminator Loss: 0.5526... Generator Loss: 1.8387 Epoch 1/1... Discriminator Loss: 0.8323... Generator Loss: 0.7477 Epoch 1/1... Discriminator Loss: 1.1554... Generator Loss: 1.0748 Epoch 1/1... Discriminator Loss: 0.9379... Generator Loss: 0.8677 Epoch 1/1... Discriminator Loss: 0.8127... Generator Loss: 0.9441 Epoch 1/1... Discriminator Loss: 0.8606... Generator Loss: 1.3169 Epoch 1/1... Discriminator Loss: 1.0562... Generator Loss: 0.8252 Epoch 1/1... Discriminator Loss: 0.4802... Generator Loss: 1.6660 Epoch 1/1... Discriminator Loss: 0.9773... Generator Loss: 0.6484 Epoch 1/1... Discriminator Loss: 1.0178... Generator Loss: 2.0936
Epoch 1/1... Discriminator Loss: 1.0747... Generator Loss: 0.6836 Epoch 1/1... Discriminator Loss: 1.1654... Generator Loss: 1.0155 Epoch 1/1... Discriminator Loss: 1.0670... Generator Loss: 0.6589 Epoch 1/1... Discriminator Loss: 1.1995... Generator Loss: 0.8689 Epoch 1/1... Discriminator Loss: 0.9849... Generator Loss: 1.4673 Epoch 1/1... Discriminator Loss: 1.3137... Generator Loss: 0.4558 Epoch 1/1... Discriminator Loss: 1.1843... Generator Loss: 0.7800 Epoch 1/1... Discriminator Loss: 1.1492... Generator Loss: 0.7621 Epoch 1/1... Discriminator Loss: 0.9560... Generator Loss: 0.8020 Epoch 1/1... Discriminator Loss: 0.7527... Generator Loss: 1.8301
Epoch 1/1... Discriminator Loss: 0.9925... Generator Loss: 0.7758 Epoch 1/1... Discriminator Loss: 0.6917... Generator Loss: 1.1007 Epoch 1/1... Discriminator Loss: 1.0613... Generator Loss: 0.8244 Epoch 1/1... Discriminator Loss: 0.7331... Generator Loss: 1.4232 Epoch 1/1... Discriminator Loss: 1.1296... Generator Loss: 0.7408 Epoch 1/1... Discriminator Loss: 1.2032... Generator Loss: 0.5410 Epoch 1/1... Discriminator Loss: 0.9635... Generator Loss: 1.1549 Epoch 1/1... Discriminator Loss: 1.1915... Generator Loss: 0.7032 Epoch 1/1... Discriminator Loss: 1.2340... Generator Loss: 1.2946 Epoch 1/1... Discriminator Loss: 0.7901... Generator Loss: 1.2808
Epoch 1/1... Discriminator Loss: 1.6651... Generator Loss: 0.2787 Epoch 1/1... Discriminator Loss: 1.2193... Generator Loss: 1.9743 Epoch 1/1... Discriminator Loss: 0.8491... Generator Loss: 0.9818 Epoch 1/1... Discriminator Loss: 1.5724... Generator Loss: 0.3186 Epoch 1/1... Discriminator Loss: 1.0883... Generator Loss: 2.0297 Epoch 1/1... Discriminator Loss: 1.2901... Generator Loss: 0.4630 Epoch 1/1... Discriminator Loss: 1.2316... Generator Loss: 1.4543 Epoch 1/1... Discriminator Loss: 0.8925... Generator Loss: 0.7652 Epoch 1/1... Discriminator Loss: 0.3095... Generator Loss: 2.8122 Epoch 1/1... Discriminator Loss: 1.0823... Generator Loss: 0.5322
Epoch 1/1... Discriminator Loss: 1.0164... Generator Loss: 1.2604 Epoch 1/1... Discriminator Loss: 0.8652... Generator Loss: 1.1294 Epoch 1/1... Discriminator Loss: 1.1177... Generator Loss: 0.5266 Epoch 1/1... Discriminator Loss: 0.9967... Generator Loss: 1.1763 Epoch 1/1... Discriminator Loss: 0.7646... Generator Loss: 0.9581 Epoch 1/1... Discriminator Loss: 1.8100... Generator Loss: 0.2865 Epoch 1/1... Discriminator Loss: 2.1305... Generator Loss: 2.2482 Epoch 1/1... Discriminator Loss: 1.1969... Generator Loss: 0.7447 Epoch 1/1... Discriminator Loss: 1.3257... Generator Loss: 0.5427 Epoch 1/1... Discriminator Loss: 1.0139... Generator Loss: 0.9160
Epoch 1/1... Discriminator Loss: 1.1586... Generator Loss: 0.7408 Epoch 1/1... Discriminator Loss: 1.4029... Generator Loss: 0.5588 Epoch 1/1... Discriminator Loss: 1.1054... Generator Loss: 0.8653 Epoch 1/1... Discriminator Loss: 1.7255... Generator Loss: 0.2662 Epoch 1/1... Discriminator Loss: 1.6451... Generator Loss: 2.3445 Epoch 1/1... Discriminator Loss: 0.3778... Generator Loss: 2.8905 Epoch 1/1... Discriminator Loss: 1.9618... Generator Loss: 0.1929 Epoch 1/1... Discriminator Loss: 1.2334... Generator Loss: 1.4557 Epoch 1/1... Discriminator Loss: 1.0670... Generator Loss: 1.1023 Epoch 1/1... Discriminator Loss: 1.2775... Generator Loss: 0.4928
Epoch 1/1... Discriminator Loss: 1.1279... Generator Loss: 0.7360 Epoch 1/1... Discriminator Loss: 1.2794... Generator Loss: 0.5935 Epoch 1/1... Discriminator Loss: 1.0505... Generator Loss: 0.7838 Epoch 1/1... Discriminator Loss: 1.1424... Generator Loss: 0.9516 Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 0.6636 Epoch 1/1... Discriminator Loss: 0.8146... Generator Loss: 1.0253 Epoch 1/1... Discriminator Loss: 0.8552... Generator Loss: 1.0275 Epoch 1/1... Discriminator Loss: 0.9553... Generator Loss: 1.0978 Epoch 1/1... Discriminator Loss: 0.9569... Generator Loss: 0.9583 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.3992
Epoch 1/1... Discriminator Loss: 1.0350... Generator Loss: 4.6260 Epoch 1/1... Discriminator Loss: 1.3697... Generator Loss: 0.4059 Epoch 1/1... Discriminator Loss: 1.1232... Generator Loss: 1.1655 Epoch 1/1... Discriminator Loss: 0.9240... Generator Loss: 0.8680 Epoch 1/1... Discriminator Loss: 1.4004... Generator Loss: 0.3817 Epoch 1/1... Discriminator Loss: 1.3807... Generator Loss: 1.8401 Epoch 1/1... Discriminator Loss: 1.1746... Generator Loss: 0.5320 Epoch 1/1... Discriminator Loss: 1.0502... Generator Loss: 0.9053 Epoch 1/1... Discriminator Loss: 0.9938... Generator Loss: 1.0357 Epoch 1/1... Discriminator Loss: 0.7692... Generator Loss: 1.1248
Epoch 1/1... Discriminator Loss: 1.0993... Generator Loss: 0.7166 Epoch 1/1... Discriminator Loss: 1.2509... Generator Loss: 0.7527 Epoch 1/1... Discriminator Loss: 1.0256... Generator Loss: 1.1139 Epoch 1/1... Discriminator Loss: 1.4053... Generator Loss: 0.4636 Epoch 1/1... Discriminator Loss: 1.0194... Generator Loss: 2.1457 Epoch 1/1... Discriminator Loss: 1.3103... Generator Loss: 0.4442 Epoch 1/1... Discriminator Loss: 1.6556... Generator Loss: 2.0457 Epoch 1/1... Discriminator Loss: 0.9774... Generator Loss: 0.8509 Epoch 1/1... Discriminator Loss: 1.2672... Generator Loss: 0.4450 Epoch 1/1... Discriminator Loss: 1.3839... Generator Loss: 1.5899
Epoch 1/1... Discriminator Loss: 1.2998... Generator Loss: 0.5378 Epoch 1/1... Discriminator Loss: 1.0645... Generator Loss: 0.7868 Epoch 1/1... Discriminator Loss: 1.0430... Generator Loss: 1.1104 Epoch 1/1... Discriminator Loss: 0.9172... Generator Loss: 0.8882 Epoch 1/1... Discriminator Loss: 0.8588... Generator Loss: 0.9018 Epoch 1/1... Discriminator Loss: 0.8638... Generator Loss: 0.9485 Epoch 1/1... Discriminator Loss: 0.6493... Generator Loss: 1.7844 Epoch 1/1... Discriminator Loss: 0.8989... Generator Loss: 0.8483 Epoch 1/1... Discriminator Loss: 0.5325... Generator Loss: 2.1103 Epoch 1/1... Discriminator Loss: 1.8843... Generator Loss: 0.2125
Epoch 1/1... Discriminator Loss: 1.6636... Generator Loss: 1.1677 Epoch 1/1... Discriminator Loss: 1.1402... Generator Loss: 0.5220 Epoch 1/1... Discriminator Loss: 0.8397... Generator Loss: 1.2889 Epoch 1/1... Discriminator Loss: 0.7178... Generator Loss: 0.9544 Epoch 1/1... Discriminator Loss: 0.4380... Generator Loss: 1.7141 Epoch 1/1... Discriminator Loss: 1.0302... Generator Loss: 0.8452 Epoch 1/1... Discriminator Loss: 1.3670... Generator Loss: 0.9947 Epoch 1/1... Discriminator Loss: 1.5121... Generator Loss: 0.3441 Epoch 1/1... Discriminator Loss: 1.3817... Generator Loss: 1.5181 Epoch 1/1... Discriminator Loss: 1.3323... Generator Loss: 0.4623
Epoch 1/1... Discriminator Loss: 1.2356... Generator Loss: 0.8521 Epoch 1/1... Discriminator Loss: 1.1506... Generator Loss: 0.9378 Epoch 1/1... Discriminator Loss: 1.1743... Generator Loss: 0.6400 Epoch 1/1... Discriminator Loss: 0.6693... Generator Loss: 1.7793 Epoch 1/1... Discriminator Loss: 0.9051... Generator Loss: 0.7569 Epoch 1/1... Discriminator Loss: 0.7391... Generator Loss: 1.3351 Epoch 1/1... Discriminator Loss: 1.1771... Generator Loss: 0.5081 Epoch 1/1... Discriminator Loss: 1.2540... Generator Loss: 1.4072 Epoch 1/1... Discriminator Loss: 2.1657... Generator Loss: 0.1596 Epoch 1/1... Discriminator Loss: 1.6571... Generator Loss: 2.8043
Epoch 1/1... Discriminator Loss: 1.1802... Generator Loss: 0.8948 Epoch 1/1... Discriminator Loss: 1.3378... Generator Loss: 0.4769 Epoch 1/1... Discriminator Loss: 0.7566... Generator Loss: 1.6904 Epoch 1/1... Discriminator Loss: 0.7975... Generator Loss: 1.8356 Epoch 1/1... Discriminator Loss: 1.0908... Generator Loss: 0.5505 Epoch 1/1... Discriminator Loss: 0.7770... Generator Loss: 1.5182 Epoch 1/1... Discriminator Loss: 0.9835... Generator Loss: 0.7951 Epoch 1/1... Discriminator Loss: 0.9514... Generator Loss: 1.0255 Epoch 1/1... Discriminator Loss: 1.3333... Generator Loss: 0.4935 Epoch 1/1... Discriminator Loss: 1.2034... Generator Loss: 1.3690
Epoch 1/1... Discriminator Loss: 1.2007... Generator Loss: 0.6074 Epoch 1/1... Discriminator Loss: 0.9791... Generator Loss: 0.7979 Epoch 1/1... Discriminator Loss: 0.7876... Generator Loss: 1.1566 Epoch 1/1... Discriminator Loss: 1.0499... Generator Loss: 0.7340 Epoch 1/1... Discriminator Loss: 0.7553... Generator Loss: 1.4303 Epoch 1/1... Discriminator Loss: 0.8297... Generator Loss: 1.0059 Epoch 1/1... Discriminator Loss: 1.2912... Generator Loss: 0.3905 Epoch 1/1... Discriminator Loss: 0.8758... Generator Loss: 1.7579 Epoch 1/1... Discriminator Loss: 1.1018... Generator Loss: 1.0592 Epoch 1/1... Discriminator Loss: 0.9097... Generator Loss: 0.6644
Epoch 1/1... Discriminator Loss: 1.1771... Generator Loss: 2.0338 Epoch 1/1... Discriminator Loss: 1.0786... Generator Loss: 0.6358 Epoch 1/1... Discriminator Loss: 1.2993... Generator Loss: 1.2975 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 0.6212 Epoch 1/1... Discriminator Loss: 1.1828... Generator Loss: 0.7217 Epoch 1/1... Discriminator Loss: 1.1281... Generator Loss: 1.0214 Epoch 1/1... Discriminator Loss: 1.2500... Generator Loss: 0.6264 Epoch 1/1... Discriminator Loss: 0.6454... Generator Loss: 1.6971 Epoch 1/1... Discriminator Loss: 0.3052... Generator Loss: 2.2967 Epoch 1/1... Discriminator Loss: 1.3538... Generator Loss: 0.3891
Epoch 1/1... Discriminator Loss: 1.1231... Generator Loss: 1.6656 Epoch 1/1... Discriminator Loss: 1.4627... Generator Loss: 0.3998 Epoch 1/1... Discriminator Loss: 1.0024... Generator Loss: 0.8253 Epoch 1/1... Discriminator Loss: 1.1291... Generator Loss: 0.9663 Epoch 1/1... Discriminator Loss: 0.7706... Generator Loss: 1.0963 Epoch 1/1... Discriminator Loss: 0.7022... Generator Loss: 1.0691 Epoch 1/1... Discriminator Loss: 0.6154... Generator Loss: 2.7131 Epoch 1/1... Discriminator Loss: 0.6463... Generator Loss: 1.1149 Epoch 1/1... Discriminator Loss: 0.8967... Generator Loss: 0.8544 Epoch 1/1... Discriminator Loss: 1.6633... Generator Loss: 1.8919
Epoch 1/1... Discriminator Loss: 1.4332... Generator Loss: 0.3672 Epoch 1/1... Discriminator Loss: 1.5378... Generator Loss: 1.6475 Epoch 1/1... Discriminator Loss: 1.4046... Generator Loss: 0.3971 Epoch 1/1... Discriminator Loss: 1.0208... Generator Loss: 1.0286 Epoch 1/1... Discriminator Loss: 0.5425... Generator Loss: 3.2445 Epoch 1/1... Discriminator Loss: 1.5069... Generator Loss: 0.3155 Epoch 1/1... Discriminator Loss: 0.7937... Generator Loss: 2.1062 Epoch 1/1... Discriminator Loss: 0.9365... Generator Loss: 0.7822 Epoch 1/1... Discriminator Loss: 1.1874... Generator Loss: 0.5648 Epoch 1/1... Discriminator Loss: 0.8493... Generator Loss: 1.9324
Epoch 1/1... Discriminator Loss: 0.9245... Generator Loss: 0.8744 Epoch 1/1... Discriminator Loss: 1.5900... Generator Loss: 0.2958 Epoch 1/1... Discriminator Loss: 1.9019... Generator Loss: 1.9970 Epoch 1/1... Discriminator Loss: 1.2937... Generator Loss: 0.5490 Epoch 1/1... Discriminator Loss: 1.3269... Generator Loss: 0.3915 Epoch 1/1... Discriminator Loss: 0.9410... Generator Loss: 1.6127 Epoch 1/1... Discriminator Loss: 0.5511... Generator Loss: 1.4348 Epoch 1/1... Discriminator Loss: 1.1148... Generator Loss: 0.5165 Epoch 1/1... Discriminator Loss: 1.1082... Generator Loss: 1.1858 Epoch 1/1... Discriminator Loss: 1.1133... Generator Loss: 0.9816
Epoch 1/1... Discriminator Loss: 1.0579... Generator Loss: 0.6523 Epoch 1/1... Discriminator Loss: 0.9693... Generator Loss: 1.5555 Epoch 1/1... Discriminator Loss: 1.0977... Generator Loss: 0.6195 Epoch 1/1... Discriminator Loss: 1.1206... Generator Loss: 0.7429 Epoch 1/1... Discriminator Loss: 1.1406... Generator Loss: 1.2248 Epoch 1/1... Discriminator Loss: 1.0592... Generator Loss: 0.5616 Epoch 1/1... Discriminator Loss: 1.4535... Generator Loss: 1.5713 Epoch 1/1... Discriminator Loss: 0.8657... Generator Loss: 0.8494 Epoch 1/1... Discriminator Loss: 0.9853... Generator Loss: 0.8261 Epoch 1/1... Discriminator Loss: 0.9397... Generator Loss: 1.0010
Epoch 1/1... Discriminator Loss: 1.3565... Generator Loss: 0.4713 Epoch 1/1... Discriminator Loss: 1.0124... Generator Loss: 1.8568 Epoch 1/1... Discriminator Loss: 1.0501... Generator Loss: 0.6735 Epoch 1/1... Discriminator Loss: 1.1688... Generator Loss: 0.7331 Epoch 1/1... Discriminator Loss: 0.8786... Generator Loss: 1.2572 Epoch 1/1... Discriminator Loss: 1.0221... Generator Loss: 0.6906 Epoch 1/1... Discriminator Loss: 1.0310... Generator Loss: 1.3542 Epoch 1/1... Discriminator Loss: 0.6775... Generator Loss: 0.9841 Epoch 1/1... Discriminator Loss: 0.4750... Generator Loss: 2.0609 Epoch 1/1... Discriminator Loss: 1.0800... Generator Loss: 0.5663
Epoch 1/1... Discriminator Loss: 0.8595... Generator Loss: 2.2242 Epoch 1/1... Discriminator Loss: 1.0159... Generator Loss: 0.7302 Epoch 1/1... Discriminator Loss: 0.9061... Generator Loss: 0.8791 Epoch 1/1... Discriminator Loss: 1.0055... Generator Loss: 1.0662 Epoch 1/1... Discriminator Loss: 0.8454... Generator Loss: 0.9100 Epoch 1/1... Discriminator Loss: 0.4449... Generator Loss: 1.7035 Epoch 1/1... Discriminator Loss: 1.9100... Generator Loss: 0.2224 Epoch 1/1... Discriminator Loss: 1.6471... Generator Loss: 2.4874 Epoch 1/1... Discriminator Loss: 0.9508... Generator Loss: 0.8146 Epoch 1/1... Discriminator Loss: 1.3486... Generator Loss: 0.5518
Epoch 1/1... Discriminator Loss: 0.7043... Generator Loss: 1.1570 Epoch 1/1... Discriminator Loss: 0.6657... Generator Loss: 1.3049 Epoch 1/1... Discriminator Loss: 1.0657... Generator Loss: 0.6008 Epoch 1/1... Discriminator Loss: 1.2079... Generator Loss: 2.5958 Epoch 1/1... Discriminator Loss: 1.0952... Generator Loss: 0.7114 Epoch 1/1... Discriminator Loss: 1.0750... Generator Loss: 0.9257 Epoch 1/1... Discriminator Loss: 0.8591... Generator Loss: 0.8635 Epoch 1/1... Discriminator Loss: 1.1343... Generator Loss: 1.2227 Epoch 1/1... Discriminator Loss: 1.2535... Generator Loss: 0.5139 Epoch 1/1... Discriminator Loss: 1.2548... Generator Loss: 1.1979
Epoch 1/1... Discriminator Loss: 1.5758... Generator Loss: 0.3972 Epoch 1/1... Discriminator Loss: 1.4067... Generator Loss: 1.0054 Epoch 1/1... Discriminator Loss: 1.5414... Generator Loss: 0.4360 Epoch 1/1... Discriminator Loss: 0.9646... Generator Loss: 1.5686 Epoch 1/1... Discriminator Loss: 0.8618... Generator Loss: 0.8966 Epoch 1/1... Discriminator Loss: 1.0547... Generator Loss: 0.6211 Epoch 1/1... Discriminator Loss: 0.8565... Generator Loss: 1.2362 Epoch 1/1... Discriminator Loss: 0.8840... Generator Loss: 1.0252 Epoch 1/1... Discriminator Loss: 0.4956... Generator Loss: 1.4052 Epoch 1/1... Discriminator Loss: 1.0678... Generator Loss: 1.0753
Epoch 1/1... Discriminator Loss: 1.5426... Generator Loss: 0.6154 Epoch 1/1... Discriminator Loss: 1.4696... Generator Loss: 0.3975 Epoch 1/1... Discriminator Loss: 1.2109... Generator Loss: 1.1720 Epoch 1/1... Discriminator Loss: 1.4388... Generator Loss: 0.3990 Epoch 1/1... Discriminator Loss: 1.5518... Generator Loss: 1.7139 Epoch 1/1... Discriminator Loss: 1.4936... Generator Loss: 0.3681 Epoch 1/1... Discriminator Loss: 1.1223... Generator Loss: 0.7032 Epoch 1/1... Discriminator Loss: 1.1446... Generator Loss: 1.2834 Epoch 1/1... Discriminator Loss: 0.9921... Generator Loss: 0.6910 Epoch 1/1... Discriminator Loss: 0.6650... Generator Loss: 1.5418
Epoch 1/1... Discriminator Loss: 0.9522... Generator Loss: 0.8032 Epoch 1/1... Discriminator Loss: 0.9703... Generator Loss: 0.9428 Epoch 1/1... Discriminator Loss: 0.7608... Generator Loss: 1.5204 Epoch 1/1... Discriminator Loss: 1.3463... Generator Loss: 0.4337 Epoch 1/1... Discriminator Loss: 1.4777... Generator Loss: 1.9448 Epoch 1/1... Discriminator Loss: 1.5242... Generator Loss: 0.3614 Epoch 1/1... Discriminator Loss: 1.0762... Generator Loss: 0.7770 Epoch 1/1... Discriminator Loss: 0.8741... Generator Loss: 1.4142 Epoch 1/1... Discriminator Loss: 1.2374... Generator Loss: 0.5097 Epoch 1/1... Discriminator Loss: 0.9349... Generator Loss: 1.7383
Epoch 1/1... Discriminator Loss: 0.9382... Generator Loss: 0.7770 Epoch 1/1... Discriminator Loss: 0.7508... Generator Loss: 1.1462 Epoch 1/1... Discriminator Loss: 1.1322... Generator Loss: 0.6415 Epoch 1/1... Discriminator Loss: 1.1619... Generator Loss: 1.6563 Epoch 1/1... Discriminator Loss: 1.0614... Generator Loss: 0.8441 Epoch 1/1... Discriminator Loss: 1.1337... Generator Loss: 0.5162 Epoch 1/1... Discriminator Loss: 3.5056... Generator Loss: 2.9285 Epoch 1/1... Discriminator Loss: 1.3366... Generator Loss: 0.4250 Epoch 1/1... Discriminator Loss: 1.2583... Generator Loss: 0.8255 Epoch 1/1... Discriminator Loss: 1.2578... Generator Loss: 0.6966
Epoch 1/1... Discriminator Loss: 1.2288... Generator Loss: 0.6800 Epoch 1/1... Discriminator Loss: 1.0986... Generator Loss: 0.7355 Epoch 1/1... Discriminator Loss: 1.1907... Generator Loss: 0.7846 Epoch 1/1... Discriminator Loss: 0.6053... Generator Loss: 2.1865 Epoch 1/1... Discriminator Loss: 1.2277... Generator Loss: 0.5154 Epoch 1/1... Discriminator Loss: 1.0081... Generator Loss: 1.0026 Epoch 1/1... Discriminator Loss: 1.0856... Generator Loss: 0.6154 Epoch 1/1... Discriminator Loss: 0.8874... Generator Loss: 1.0982 Epoch 1/1... Discriminator Loss: 0.7239... Generator Loss: 2.0889 Epoch 1/1... Discriminator Loss: 1.4065... Generator Loss: 0.3798
Epoch 1/1... Discriminator Loss: 1.5749... Generator Loss: 1.4492 Epoch 1/1... Discriminator Loss: 1.0682... Generator Loss: 0.5963 Epoch 1/1... Discriminator Loss: 0.6760... Generator Loss: 1.4610 Epoch 1/1... Discriminator Loss: 0.9100... Generator Loss: 0.9647 Epoch 1/1... Discriminator Loss: 1.1933... Generator Loss: 0.7338 Epoch 1/1... Discriminator Loss: 0.6919... Generator Loss: 1.4418 Epoch 1/1... Discriminator Loss: 0.5532... Generator Loss: 1.5194 Epoch 1/1... Discriminator Loss: 1.0647... Generator Loss: 0.8656 Epoch 1/1... Discriminator Loss: 0.4786... Generator Loss: 1.9434 Epoch 1/1... Discriminator Loss: 1.1357... Generator Loss: 0.5586
Epoch 1/1... Discriminator Loss: 1.4832... Generator Loss: 1.7149 Epoch 1/1... Discriminator Loss: 1.3729... Generator Loss: 0.3692 Epoch 1/1... Discriminator Loss: 1.5300... Generator Loss: 2.0827 Epoch 1/1... Discriminator Loss: 1.3318... Generator Loss: 0.6030 Epoch 1/1... Discriminator Loss: 1.1591... Generator Loss: 0.5533 Epoch 1/1... Discriminator Loss: 1.0512... Generator Loss: 1.2382 Epoch 1/1... Discriminator Loss: 1.0783... Generator Loss: 0.8305 Epoch 1/1... Discriminator Loss: 1.7387... Generator Loss: 0.2969 Epoch 1/1... Discriminator Loss: 1.2653... Generator Loss: 1.9678 Epoch 1/1... Discriminator Loss: 0.4956... Generator Loss: 2.1077
Epoch 1/1... Discriminator Loss: 2.2306... Generator Loss: 0.1403 Epoch 1/1... Discriminator Loss: 1.2372... Generator Loss: 1.4254 Epoch 1/1... Discriminator Loss: 1.4461... Generator Loss: 0.5949 Epoch 1/1... Discriminator Loss: 1.0052... Generator Loss: 0.7684 Epoch 1/1... Discriminator Loss: 0.7347... Generator Loss: 1.4168 Epoch 1/1... Discriminator Loss: 1.1626... Generator Loss: 0.6744 Epoch 1/1... Discriminator Loss: 0.7344... Generator Loss: 1.2100 Epoch 1/1... Discriminator Loss: 0.9418... Generator Loss: 0.9113 Epoch 1/1... Discriminator Loss: 0.8438... Generator Loss: 1.1250 Epoch 1/1... Discriminator Loss: 0.9722... Generator Loss: 0.8212
Epoch 1/1... Discriminator Loss: 0.8467... Generator Loss: 1.1175 Epoch 1/1... Discriminator Loss: 1.2320... Generator Loss: 0.6312 Epoch 1/1... Discriminator Loss: 1.0046... Generator Loss: 0.9384 Epoch 1/1... Discriminator Loss: 0.7545... Generator Loss: 1.5813 Epoch 1/1... Discriminator Loss: 1.2386... Generator Loss: 0.5370 Epoch 1/1... Discriminator Loss: 1.0279... Generator Loss: 1.0247 Epoch 1/1... Discriminator Loss: 0.8064... Generator Loss: 1.3363 Epoch 1/1... Discriminator Loss: 0.5139... Generator Loss: 1.4012 Epoch 1/1... Discriminator Loss: 0.8390... Generator Loss: 0.7447 Epoch 1/1... Discriminator Loss: 1.3568... Generator Loss: 1.2830
Epoch 1/1... Discriminator Loss: 0.7844... Generator Loss: 1.0515 Epoch 1/1... Discriminator Loss: 0.6837... Generator Loss: 1.0930 Epoch 1/1... Discriminator Loss: 1.4101... Generator Loss: 0.5050 Epoch 1/1... Discriminator Loss: 1.2460... Generator Loss: 1.5708 Epoch 1/1... Discriminator Loss: 0.9197... Generator Loss: 0.7668 Epoch 1/1... Discriminator Loss: 0.9432... Generator Loss: 2.2194 Epoch 1/1... Discriminator Loss: 0.7530... Generator Loss: 0.9527 Epoch 1/1... Discriminator Loss: 0.7822... Generator Loss: 1.2022 Epoch 1/1... Discriminator Loss: 1.0193... Generator Loss: 0.8347 Epoch 1/1... Discriminator Loss: 1.0406... Generator Loss: 0.9455
Epoch 1/1... Discriminator Loss: 0.9213... Generator Loss: 1.0442 Epoch 1/1... Discriminator Loss: 0.7063... Generator Loss: 1.1059 Epoch 1/1... Discriminator Loss: 0.8130... Generator Loss: 1.4133 Epoch 1/1... Discriminator Loss: 0.7087... Generator Loss: 1.1013 Epoch 1/1... Discriminator Loss: 0.9726... Generator Loss: 1.8599 Epoch 1/1... Discriminator Loss: 1.3298... Generator Loss: 0.4350 Epoch 1/1... Discriminator Loss: 1.2628... Generator Loss: 0.7708 Epoch 1/1... Discriminator Loss: 0.5603... Generator Loss: 2.6155 Epoch 1/1... Discriminator Loss: 1.7763... Generator Loss: 0.2322 Epoch 1/1... Discriminator Loss: 1.9755... Generator Loss: 2.3516
Epoch 1/1... Discriminator Loss: 1.5366... Generator Loss: 0.3898 Epoch 1/1... Discriminator Loss: 1.3683... Generator Loss: 0.8427 Epoch 1/1... Discriminator Loss: 1.1556... Generator Loss: 0.6010 Epoch 1/1... Discriminator Loss: 0.9985... Generator Loss: 0.7413 Epoch 1/1... Discriminator Loss: 0.8944... Generator Loss: 1.1147 Epoch 1/1... Discriminator Loss: 1.1538... Generator Loss: 0.5478 Epoch 1/1... Discriminator Loss: 0.9650... Generator Loss: 1.4608 Epoch 1/1... Discriminator Loss: 1.2240... Generator Loss: 0.5050 Epoch 1/1... Discriminator Loss: 1.1874... Generator Loss: 0.7551 Epoch 1/1... Discriminator Loss: 0.7840... Generator Loss: 1.3820
Epoch 1/1... Discriminator Loss: 1.1035... Generator Loss: 0.6156 Epoch 1/1... Discriminator Loss: 1.0680... Generator Loss: 0.8540 Epoch 1/1... Discriminator Loss: 0.9868... Generator Loss: 0.9450 Epoch 1/1... Discriminator Loss: 0.8133... Generator Loss: 0.9873 Epoch 1/1... Discriminator Loss: 0.9281... Generator Loss: 0.7669 Epoch 1/1... Discriminator Loss: 0.8926... Generator Loss: 2.1444 Epoch 1/1... Discriminator Loss: 1.5297... Generator Loss: 0.3156 Epoch 1/1... Discriminator Loss: 1.8236... Generator Loss: 2.5309 Epoch 1/1... Discriminator Loss: 2.0132... Generator Loss: 0.1897 Epoch 1/1... Discriminator Loss: 1.1304... Generator Loss: 1.0412
Epoch 1/1... Discriminator Loss: 0.9535... Generator Loss: 1.4559 Epoch 1/1... Discriminator Loss: 1.7811... Generator Loss: 0.2564 Epoch 1/1... Discriminator Loss: 1.3099... Generator Loss: 1.2526 Epoch 1/1... Discriminator Loss: 1.1318... Generator Loss: 0.5694 Epoch 1/1... Discriminator Loss: 0.5390... Generator Loss: 2.0527 Epoch 1/1... Discriminator Loss: 0.6397... Generator Loss: 1.0635 Epoch 1/1... Discriminator Loss: 1.0796... Generator Loss: 0.7796 Epoch 1/1... Discriminator Loss: 1.0789... Generator Loss: 1.2823 Epoch 1/1... Discriminator Loss: 0.9492... Generator Loss: 0.6943 Epoch 1/1... Discriminator Loss: 0.5226... Generator Loss: 1.7413
Epoch 1/1... Discriminator Loss: 1.0267... Generator Loss: 0.9476 Epoch 1/1... Discriminator Loss: 1.2935... Generator Loss: 0.8562 Epoch 1/1... Discriminator Loss: 1.6257... Generator Loss: 0.2836 Epoch 1/1... Discriminator Loss: 1.9550... Generator Loss: 2.6187 Epoch 1/1... Discriminator Loss: 1.6008... Generator Loss: 0.3246 Epoch 1/1... Discriminator Loss: 1.0641... Generator Loss: 0.9113 Epoch 1/1... Discriminator Loss: 0.9631... Generator Loss: 1.0643 Epoch 1/1... Discriminator Loss: 1.3577... Generator Loss: 0.4133 Epoch 1/1... Discriminator Loss: 1.5728... Generator Loss: 1.7961 Epoch 1/1... Discriminator Loss: 1.1988... Generator Loss: 0.5120
Epoch 1/1... Discriminator Loss: 1.2311... Generator Loss: 0.5461 Epoch 1/1... Discriminator Loss: 1.3573... Generator Loss: 1.4631 Epoch 1/1... Discriminator Loss: 1.2912... Generator Loss: 0.5095 Epoch 1/1... Discriminator Loss: 1.1733... Generator Loss: 0.6581 Epoch 1/1... Discriminator Loss: 1.1007... Generator Loss: 1.1813 Epoch 1/1... Discriminator Loss: 1.4330... Generator Loss: 0.4103 Epoch 1/1... Discriminator Loss: 0.8561... Generator Loss: 1.5337 Epoch 1/1... Discriminator Loss: 0.3870... Generator Loss: 2.2072 Epoch 1/1... Discriminator Loss: 0.8831... Generator Loss: 0.6890 Epoch 1/1... Discriminator Loss: 0.9639... Generator Loss: 1.2557
Epoch 1/1... Discriminator Loss: 0.7991... Generator Loss: 0.9982 Epoch 1/1... Discriminator Loss: 0.8692... Generator Loss: 0.8520 Epoch 1/1... Discriminator Loss: 0.7152... Generator Loss: 0.9684 Epoch 1/1... Discriminator Loss: 0.8441... Generator Loss: 1.3076 Epoch 1/1... Discriminator Loss: 0.6810... Generator Loss: 2.8658 Epoch 1/1... Discriminator Loss: 1.1337... Generator Loss: 0.5133 Epoch 1/1... Discriminator Loss: 1.1468... Generator Loss: 1.2591 Epoch 1/1... Discriminator Loss: 0.7174... Generator Loss: 0.9770 Epoch 1/1... Discriminator Loss: 0.6339... Generator Loss: 1.2174 Epoch 1/1... Discriminator Loss: 1.2474... Generator Loss: 1.3330
Epoch 1/1... Discriminator Loss: 0.6152... Generator Loss: 1.6345 Epoch 1/1... Discriminator Loss: 0.6357... Generator Loss: 0.9916 Epoch 1/1... Discriminator Loss: 1.1107... Generator Loss: 0.6201 Epoch 1/1... Discriminator Loss: 1.6208... Generator Loss: 2.2301 Epoch 1/1... Discriminator Loss: 1.3467... Generator Loss: 0.4160 Epoch 1/1... Discriminator Loss: 0.8779... Generator Loss: 1.3036 Epoch 1/1... Discriminator Loss: 1.0408... Generator Loss: 0.6187 Epoch 1/1... Discriminator Loss: 1.3496... Generator Loss: 1.5702 Epoch 1/1... Discriminator Loss: 1.8568... Generator Loss: 0.2645 Epoch 1/1... Discriminator Loss: 0.9585... Generator Loss: 2.0164
Epoch 1/1... Discriminator Loss: 1.0603... Generator Loss: 0.6367 Epoch 1/1... Discriminator Loss: 1.0381... Generator Loss: 0.9518 Epoch 1/1... Discriminator Loss: 1.2971... Generator Loss: 0.5287 Epoch 1/1... Discriminator Loss: 1.1592... Generator Loss: 1.0477 Epoch 1/1... Discriminator Loss: 1.0998... Generator Loss: 0.7915 Epoch 1/1... Discriminator Loss: 0.7267... Generator Loss: 1.2864 Epoch 1/1... Discriminator Loss: 1.2249... Generator Loss: 0.4980 Epoch 1/1... Discriminator Loss: 1.2779... Generator Loss: 2.4389 Epoch 1/1... Discriminator Loss: 0.4681... Generator Loss: 1.4268 Epoch 1/1... Discriminator Loss: 1.4272... Generator Loss: 0.3644
Epoch 1/1... Discriminator Loss: 1.5132... Generator Loss: 1.7442 Epoch 1/1... Discriminator Loss: 1.9016... Generator Loss: 0.2093 Epoch 1/1... Discriminator Loss: 0.6166... Generator Loss: 1.4151 Epoch 1/1... Discriminator Loss: 1.1836... Generator Loss: 0.8088 Epoch 1/1... Discriminator Loss: 0.3903... Generator Loss: 2.2645 Epoch 1/1... Discriminator Loss: 1.1688... Generator Loss: 0.4527 Epoch 1/1... Discriminator Loss: 1.2322... Generator Loss: 0.9085 Epoch 1/1... Discriminator Loss: 1.4213... Generator Loss: 1.1328 Epoch 1/1... Discriminator Loss: 1.2120... Generator Loss: 0.6367 Epoch 1/1... Discriminator Loss: 1.5911... Generator Loss: 1.1999
Epoch 1/1... Discriminator Loss: 1.5669... Generator Loss: 0.2935 Epoch 1/1... Discriminator Loss: 0.9976... Generator Loss: 1.1983 Epoch 1/1... Discriminator Loss: 1.2303... Generator Loss: 0.8946 Epoch 1/1... Discriminator Loss: 1.4038... Generator Loss: 0.4727 Epoch 1/1... Discriminator Loss: 1.1833... Generator Loss: 0.8640 Epoch 1/1... Discriminator Loss: 1.2860... Generator Loss: 0.7762 Epoch 1/1... Discriminator Loss: 0.6461... Generator Loss: 2.2519 Epoch 1/1... Discriminator Loss: 0.8689... Generator Loss: 1.1799 Epoch 1/1... Discriminator Loss: 0.5398... Generator Loss: 1.2611 Epoch 1/1... Discriminator Loss: 0.2781... Generator Loss: 3.1315
Epoch 1/1... Discriminator Loss: 0.8770... Generator Loss: 0.8159 Epoch 1/1... Discriminator Loss: 0.2464... Generator Loss: 3.0789 Epoch 1/1... Discriminator Loss: 0.5108... Generator Loss: 1.6463 Epoch 1/1... Discriminator Loss: 0.5796... Generator Loss: 1.4183 Epoch 1/1... Discriminator Loss: 0.1863... Generator Loss: 3.1191 Epoch 1/1... Discriminator Loss: 0.5912... Generator Loss: 1.3416 Epoch 1/1... Discriminator Loss: 0.1629... Generator Loss: 3.8026 Epoch 1/1... Discriminator Loss: 0.1522... Generator Loss: 3.7497 Epoch 1/1... Discriminator Loss: 0.3792... Generator Loss: 1.6628 Epoch 1/1... Discriminator Loss: 0.1168... Generator Loss: 3.2684
Epoch 1/1... Discriminator Loss: 0.1406... Generator Loss: 2.4970 Epoch 1/1... Discriminator Loss: 0.2428... Generator Loss: 1.9429 Epoch 1/1... Discriminator Loss: 0.3070... Generator Loss: 1.5701 Epoch 1/1... Discriminator Loss: 0.7013... Generator Loss: 0.8713 Epoch 1/1... Discriminator Loss: 0.3274... Generator Loss: 2.3568 Epoch 1/1... Discriminator Loss: 0.6550... Generator Loss: 2.0979 Epoch 1/1... Discriminator Loss: 1.0525... Generator Loss: 1.7838 Epoch 1/1... Discriminator Loss: 2.1902... Generator Loss: 0.1507 Epoch 1/1... Discriminator Loss: 0.6100... Generator Loss: 2.1919 Epoch 1/1... Discriminator Loss: 0.5640... Generator Loss: 1.9636
Epoch 1/1... Discriminator Loss: 0.7491... Generator Loss: 1.0096 Epoch 1/1... Discriminator Loss: 0.1931... Generator Loss: 3.1589 Epoch 1/1... Discriminator Loss: 0.2201... Generator Loss: 2.6562 Epoch 1/1... Discriminator Loss: 0.4753... Generator Loss: 1.3904 Epoch 1/1... Discriminator Loss: 1.0833... Generator Loss: 0.5666 Epoch 1/1... Discriminator Loss: 0.5046... Generator Loss: 1.5044 Epoch 1/1... Discriminator Loss: 0.7640... Generator Loss: 2.0922 Epoch 1/1... Discriminator Loss: 0.8693... Generator Loss: 1.2524 Epoch 1/1... Discriminator Loss: 2.3502... Generator Loss: 0.1323 Epoch 1/1... Discriminator Loss: 2.0987... Generator Loss: 2.6991
Epoch 1/1... Discriminator Loss: 1.1265... Generator Loss: 0.7627 Epoch 1/1... Discriminator Loss: 1.5672... Generator Loss: 0.3311 Epoch 1/1... Discriminator Loss: 0.7703... Generator Loss: 1.7132 Epoch 1/1... Discriminator Loss: 1.3762... Generator Loss: 0.4621 Epoch 1/1... Discriminator Loss: 1.2903... Generator Loss: 1.4652 Epoch 1/1... Discriminator Loss: 1.6745... Generator Loss: 0.3320 Epoch 1/1... Discriminator Loss: 1.0925... Generator Loss: 1.2814 Epoch 1/1... Discriminator Loss: 0.7299... Generator Loss: 1.6454 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 0.6968 Epoch 1/1... Discriminator Loss: 0.9061... Generator Loss: 1.0310
Epoch 1/1... Discriminator Loss: 1.0675... Generator Loss: 1.1709 Epoch 1/1... Discriminator Loss: 1.0967... Generator Loss: 0.7403 Epoch 1/1... Discriminator Loss: 0.7524... Generator Loss: 1.7565 Epoch 1/1... Discriminator Loss: 1.4313... Generator Loss: 0.5195 Epoch 1/1... Discriminator Loss: 0.9923... Generator Loss: 1.7481 Epoch 1/1... Discriminator Loss: 0.6631... Generator Loss: 1.3390 Epoch 1/1... Discriminator Loss: 0.9925... Generator Loss: 0.8936 Epoch 1/1... Discriminator Loss: 0.8473... Generator Loss: 1.1153 Epoch 1/1... Discriminator Loss: 0.6978... Generator Loss: 1.9354 Epoch 1/1... Discriminator Loss: 0.5120... Generator Loss: 1.6181
Epoch 1/1... Discriminator Loss: 1.4109... Generator Loss: 0.4352 Epoch 1/1... Discriminator Loss: 0.9399... Generator Loss: 2.1170 Epoch 1/1... Discriminator Loss: 0.9024... Generator Loss: 1.0511 Epoch 1/1... Discriminator Loss: 1.1377... Generator Loss: 0.6035 Epoch 1/1... Discriminator Loss: 0.6694... Generator Loss: 1.9290 Epoch 1/1... Discriminator Loss: 0.3625... Generator Loss: 2.6504 Epoch 1/1... Discriminator Loss: 0.5677... Generator Loss: 1.0996 Epoch 1/1... Discriminator Loss: 1.8288... Generator Loss: 0.2297 Epoch 1/1... Discriminator Loss: 0.4808... Generator Loss: 1.5473 Epoch 1/1... Discriminator Loss: 1.1497... Generator Loss: 3.5275
Epoch 1/1... Discriminator Loss: 1.3302... Generator Loss: 1.7660 Epoch 1/1... Discriminator Loss: 1.7111... Generator Loss: 0.2952 Epoch 1/1... Discriminator Loss: 1.0378... Generator Loss: 0.8878 Epoch 1/1... Discriminator Loss: 1.4872... Generator Loss: 1.4608 Epoch 1/1... Discriminator Loss: 1.0015... Generator Loss: 0.7790 Epoch 1/1... Discriminator Loss: 1.1935... Generator Loss: 0.5749 Epoch 1/1... Discriminator Loss: 1.1527... Generator Loss: 1.3032 Epoch 1/1... Discriminator Loss: 0.8414... Generator Loss: 1.1536 Epoch 1/1... Discriminator Loss: 0.2759... Generator Loss: 2.7098 Epoch 1/1... Discriminator Loss: 1.0712... Generator Loss: 0.6151
Epoch 1/1... Discriminator Loss: 0.7142... Generator Loss: 0.9599 Epoch 1/1... Discriminator Loss: 0.9390... Generator Loss: 1.2753 Epoch 1/1... Discriminator Loss: 0.6652... Generator Loss: 1.0804 Epoch 1/1... Discriminator Loss: 0.4382... Generator Loss: 1.4448 Epoch 1/1... Discriminator Loss: 0.5425... Generator Loss: 1.9067 Epoch 1/1... Discriminator Loss: 1.2663... Generator Loss: 0.4967 Epoch 1/1... Discriminator Loss: 0.9389... Generator Loss: 1.5781 Epoch 1/1... Discriminator Loss: 1.6768... Generator Loss: 0.2992 Epoch 1/1... Discriminator Loss: 0.9356... Generator Loss: 2.4981 Epoch 1/1... Discriminator Loss: 1.1224... Generator Loss: 0.6178
Epoch 1/1... Discriminator Loss: 1.1175... Generator Loss: 0.5580 Epoch 1/1... Discriminator Loss: 0.9743... Generator Loss: 2.0640 Epoch 1/1... Discriminator Loss: 0.8737... Generator Loss: 1.2429 Epoch 1/1... Discriminator Loss: 1.3662... Generator Loss: 0.5190 Epoch 1/1... Discriminator Loss: 1.1048... Generator Loss: 1.4417 Epoch 1/1... Discriminator Loss: 1.1377... Generator Loss: 0.7277 Epoch 1/1... Discriminator Loss: 1.0509... Generator Loss: 0.9054 Epoch 1/1... Discriminator Loss: 1.5853... Generator Loss: 0.5108 Epoch 1/1... Discriminator Loss: 1.1053... Generator Loss: 1.4161 Epoch 1/1... Discriminator Loss: 0.3193... Generator Loss: 3.7267
Epoch 1/1... Discriminator Loss: 1.9788... Generator Loss: 0.1880 Epoch 1/1... Discriminator Loss: 0.5171... Generator Loss: 3.0246 Epoch 1/1... Discriminator Loss: 0.4008... Generator Loss: 2.5216 Epoch 1/1... Discriminator Loss: 0.6238... Generator Loss: 1.0929 Epoch 1/1... Discriminator Loss: 0.7107... Generator Loss: 0.9479 Epoch 1/1... Discriminator Loss: 1.0908... Generator Loss: 2.5187 Epoch 1/1... Discriminator Loss: 1.2086... Generator Loss: 1.8031 Epoch 1/1... Discriminator Loss: 1.0255... Generator Loss: 0.9501 Epoch 1/1... Discriminator Loss: 1.1253... Generator Loss: 1.3570 Epoch 1/1... Discriminator Loss: 1.3230... Generator Loss: 0.5297
Epoch 1/1... Discriminator Loss: 0.8935... Generator Loss: 1.3159 Epoch 1/1... Discriminator Loss: 0.9735... Generator Loss: 0.8373 Epoch 1/1... Discriminator Loss: 0.9013... Generator Loss: 1.1328 Epoch 1/1... Discriminator Loss: 1.0935... Generator Loss: 0.9597 Epoch 1/1... Discriminator Loss: 1.4184... Generator Loss: 0.4317 Epoch 1/1... Discriminator Loss: 1.5720... Generator Loss: 1.7938 Epoch 1/1... Discriminator Loss: 0.7874... Generator Loss: 1.4048 Epoch 1/1... Discriminator Loss: 0.7991... Generator Loss: 0.9791 Epoch 1/1... Discriminator Loss: 1.0133... Generator Loss: 0.7273 Epoch 1/1... Discriminator Loss: 1.2155... Generator Loss: 1.3456
Epoch 1/1... Discriminator Loss: 1.2227... Generator Loss: 0.5736 Epoch 1/1... Discriminator Loss: 0.9799... Generator Loss: 0.7210 Epoch 1/1... Discriminator Loss: 0.8550... Generator Loss: 2.5788 Epoch 1/1... Discriminator Loss: 0.6241... Generator Loss: 1.1068 Epoch 1/1... Discriminator Loss: 1.3438... Generator Loss: 1.7447 Epoch 1/1... Discriminator Loss: 1.7583... Generator Loss: 0.2473 Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 1.3438 Epoch 1/1... Discriminator Loss: 1.1458... Generator Loss: 0.6890 Epoch 1/1... Discriminator Loss: 1.1438... Generator Loss: 0.6988 Epoch 1/1... Discriminator Loss: 1.0020... Generator Loss: 0.9542
Epoch 1/1... Discriminator Loss: 1.2944... Generator Loss: 0.5667 Epoch 1/1... Discriminator Loss: 1.0873... Generator Loss: 0.7429 Epoch 1/1... Discriminator Loss: 0.5351... Generator Loss: 3.0701 Epoch 1/1... Discriminator Loss: 1.2358... Generator Loss: 0.5858 Epoch 1/1... Discriminator Loss: 1.4233... Generator Loss: 0.4093 Epoch 1/1... Discriminator Loss: 0.9804... Generator Loss: 1.3129 Epoch 1/1... Discriminator Loss: 1.3027... Generator Loss: 0.7190 Epoch 1/1... Discriminator Loss: 1.1169... Generator Loss: 0.8082 Epoch 1/1... Discriminator Loss: 0.7730... Generator Loss: 1.1971 Epoch 1/1... Discriminator Loss: 0.6417... Generator Loss: 1.3002
Epoch 1/1... Discriminator Loss: 0.1727... Generator Loss: 3.2579 Epoch 1/1... Discriminator Loss: 1.3445... Generator Loss: 0.4343 Epoch 1/1... Discriminator Loss: 0.4401... Generator Loss: 2.9838 Epoch 1/1... Discriminator Loss: 0.2938... Generator Loss: 2.8460 Epoch 1/1... Discriminator Loss: 0.8198... Generator Loss: 0.8438 Epoch 1/1... Discriminator Loss: 0.9986... Generator Loss: 0.7153 Epoch 1/1... Discriminator Loss: 0.5227... Generator Loss: 2.1115 Epoch 1/1... Discriminator Loss: 0.6047... Generator Loss: 1.2679 Epoch 1/1... Discriminator Loss: 0.3653... Generator Loss: 2.3134 Epoch 1/1... Discriminator Loss: 1.0846... Generator Loss: 0.5568
Epoch 1/1... Discriminator Loss: 0.6577... Generator Loss: 1.6317 Epoch 1/1... Discriminator Loss: 1.1381... Generator Loss: 0.5129 Epoch 1/1... Discriminator Loss: 1.0592... Generator Loss: 2.3362 Epoch 1/1... Discriminator Loss: 0.8526... Generator Loss: 0.9017 Epoch 1/1... Discriminator Loss: 0.7396... Generator Loss: 2.0518 Epoch 1/1... Discriminator Loss: 0.8086... Generator Loss: 0.8215 Epoch 1/1... Discriminator Loss: 0.7048... Generator Loss: 1.1606 Epoch 1/1... Discriminator Loss: 0.5301... Generator Loss: 1.9136 Epoch 1/1... Discriminator Loss: 0.3978... Generator Loss: 1.7531 Epoch 1/1... Discriminator Loss: 0.2719... Generator Loss: 2.1807
Epoch 1/1... Discriminator Loss: 0.2631... Generator Loss: 1.9177 Epoch 1/1... Discriminator Loss: 1.8979... Generator Loss: 0.2108 Epoch 1/1... Discriminator Loss: 0.8873... Generator Loss: 3.0010 Epoch 1/1... Discriminator Loss: 1.2839... Generator Loss: 0.5395 Epoch 1/1... Discriminator Loss: 3.3644... Generator Loss: 3.1387 Epoch 1/1... Discriminator Loss: 2.2939... Generator Loss: 0.1652 Epoch 1/1... Discriminator Loss: 0.9670... Generator Loss: 1.4956 Epoch 1/1... Discriminator Loss: 1.1068... Generator Loss: 0.7250 Epoch 1/1... Discriminator Loss: 0.8900... Generator Loss: 0.9985 Epoch 1/1... Discriminator Loss: 0.8443... Generator Loss: 1.2149
Epoch 1/1... Discriminator Loss: 0.3612... Generator Loss: 2.6500 Epoch 1/1... Discriminator Loss: 0.9221... Generator Loss: 0.8708 Epoch 1/1... Discriminator Loss: 0.7237... Generator Loss: 1.3435 Epoch 1/1... Discriminator Loss: 0.4180... Generator Loss: 2.3360 Epoch 1/1... Discriminator Loss: 1.2295... Generator Loss: 0.5079 Epoch 1/1... Discriminator Loss: 0.7966... Generator Loss: 1.8451 Epoch 1/1... Discriminator Loss: 0.1754... Generator Loss: 4.0344 Epoch 1/1... Discriminator Loss: 0.5075... Generator Loss: 1.3266 Epoch 1/1... Discriminator Loss: 0.4463... Generator Loss: 1.3940 Epoch 1/1... Discriminator Loss: 0.8717... Generator Loss: 1.2470
Epoch 1/1... Discriminator Loss: 0.2435... Generator Loss: 3.1452 Epoch 1/1... Discriminator Loss: 0.5104... Generator Loss: 1.5660 Epoch 1/1... Discriminator Loss: 0.5256... Generator Loss: 1.1605 Epoch 1/1... Discriminator Loss: 0.4571... Generator Loss: 1.6927 Epoch 1/1... Discriminator Loss: 0.4361... Generator Loss: 1.7612 Epoch 1/1... Discriminator Loss: 0.7271... Generator Loss: 1.6083 Epoch 1/1... Discriminator Loss: 0.5650... Generator Loss: 1.2694 Epoch 1/1... Discriminator Loss: 0.8894... Generator Loss: 1.9609 Epoch 1/1... Discriminator Loss: 0.9870... Generator Loss: 0.6109 Epoch 1/1... Discriminator Loss: 1.3967... Generator Loss: 2.1932
Epoch 1/1... Discriminator Loss: 1.0113... Generator Loss: 0.7972 Epoch 1/1... Discriminator Loss: 0.9516... Generator Loss: 0.8383 Epoch 1/1... Discriminator Loss: 1.3202... Generator Loss: 1.1732 Epoch 1/1... Discriminator Loss: 0.5189... Generator Loss: 2.1389 Epoch 1/1... Discriminator Loss: 0.1698... Generator Loss: 4.3510 Epoch 1/1... Discriminator Loss: 0.1779... Generator Loss: 2.4855 Epoch 1/1... Discriminator Loss: 1.2545... Generator Loss: 0.4673 Epoch 1/1... Discriminator Loss: 0.4766... Generator Loss: 1.3580 Epoch 1/1... Discriminator Loss: 0.2590... Generator Loss: 3.4399 Epoch 1/1... Discriminator Loss: 0.1785... Generator Loss: 2.8741
Epoch 1/1... Discriminator Loss: 0.5751... Generator Loss: 1.2372 Epoch 1/1... Discriminator Loss: 0.4293... Generator Loss: 1.4846 Epoch 1/1... Discriminator Loss: 0.4286... Generator Loss: 1.7400 Epoch 1/1... Discriminator Loss: 0.2674... Generator Loss: 2.4135 Epoch 1/1... Discriminator Loss: 0.9406... Generator Loss: 0.6622 Epoch 1/1... Discriminator Loss: 1.7046... Generator Loss: 3.9710 Epoch 1/1... Discriminator Loss: 1.7045... Generator Loss: 0.4313 Epoch 1/1... Discriminator Loss: 1.6972... Generator Loss: 0.9397 Epoch 1/1... Discriminator Loss: 1.9215... Generator Loss: 0.4988 Epoch 1/1... Discriminator Loss: 1.2805... Generator Loss: 1.0037
Epoch 1/1... Discriminator Loss: 1.2341... Generator Loss: 1.8071 Epoch 1/1... Discriminator Loss: 1.6409... Generator Loss: 0.3351 Epoch 1/1... Discriminator Loss: 0.9354... Generator Loss: 1.3538 Epoch 1/1... Discriminator Loss: 0.9954... Generator Loss: 1.0198 Epoch 1/1... Discriminator Loss: 1.3113... Generator Loss: 0.5368 Epoch 1/1... Discriminator Loss: 1.0822... Generator Loss: 0.9624 Epoch 1/1... Discriminator Loss: 1.2098... Generator Loss: 0.7465 Epoch 1/1... Discriminator Loss: 1.1898... Generator Loss: 0.7389 Epoch 1/1... Discriminator Loss: 1.0983... Generator Loss: 0.6026 Epoch 1/1... Discriminator Loss: 0.9981... Generator Loss: 2.0732
Epoch 1/1... Discriminator Loss: 1.2006... Generator Loss: 0.5751 Epoch 1/1... Discriminator Loss: 1.0319... Generator Loss: 0.7822 Epoch 1/1... Discriminator Loss: 1.1404... Generator Loss: 1.1677 Epoch 1/1... Discriminator Loss: 1.0655... Generator Loss: 0.8673 Epoch 1/1... Discriminator Loss: 1.1634... Generator Loss: 0.7623 Epoch 1/1... Discriminator Loss: 0.9317... Generator Loss: 0.8141 Epoch 1/1... Discriminator Loss: 0.9000... Generator Loss: 1.0557 Epoch 1/1... Discriminator Loss: 1.0587... Generator Loss: 0.8135 Epoch 1/1... Discriminator Loss: 1.1909... Generator Loss: 0.5578 Epoch 1/1... Discriminator Loss: 1.2127... Generator Loss: 1.0123
Epoch 1/1... Discriminator Loss: 0.9374... Generator Loss: 0.7491 Epoch 1/1... Discriminator Loss: 1.1666... Generator Loss: 1.0547 Epoch 1/1... Discriminator Loss: 1.1184... Generator Loss: 0.5779 Epoch 1/1... Discriminator Loss: 1.2241... Generator Loss: 1.6752 Epoch 1/1... Discriminator Loss: 1.3285... Generator Loss: 0.4234 Epoch 1/1... Discriminator Loss: 1.0366... Generator Loss: 1.5626 Epoch 1/1... Discriminator Loss: 0.6829... Generator Loss: 1.5386 Epoch 1/1... Discriminator Loss: 0.9204... Generator Loss: 0.7107 Epoch 1/1... Discriminator Loss: 1.1878... Generator Loss: 0.8430 Epoch 1/1... Discriminator Loss: 1.7294... Generator Loss: 1.7423
Epoch 1/1... Discriminator Loss: 1.4958... Generator Loss: 0.3266 Epoch 1/1... Discriminator Loss: 1.2159... Generator Loss: 1.1587 Epoch 1/1... Discriminator Loss: 1.1842... Generator Loss: 0.9199 Epoch 1/1... Discriminator Loss: 1.3187... Generator Loss: 0.5758 Epoch 1/1... Discriminator Loss: 1.1415... Generator Loss: 0.7584 Epoch 1/1... Discriminator Loss: 1.1818... Generator Loss: 0.8417 Epoch 1/1... Discriminator Loss: 0.5191... Generator Loss: 2.4700 Epoch 1/1... Discriminator Loss: 0.9402... Generator Loss: 0.6759 Epoch 1/1... Discriminator Loss: 1.1122... Generator Loss: 0.6545 Epoch 1/1... Discriminator Loss: 0.8849... Generator Loss: 1.0848
Epoch 1/1... Discriminator Loss: 0.7787... Generator Loss: 1.0652 Epoch 1/1... Discriminator Loss: 0.5852... Generator Loss: 1.6462 Epoch 1/1... Discriminator Loss: 1.0069... Generator Loss: 0.6683 Epoch 1/1... Discriminator Loss: 0.9919... Generator Loss: 1.1385 Epoch 1/1... Discriminator Loss: 1.4244... Generator Loss: 0.5608 Epoch 1/1... Discriminator Loss: 1.1546... Generator Loss: 1.8690 Epoch 1/1... Discriminator Loss: 1.5933... Generator Loss: 0.3835 Epoch 1/1... Discriminator Loss: 1.1396... Generator Loss: 0.8281 Epoch 1/1... Discriminator Loss: 1.1294... Generator Loss: 0.8375 Epoch 1/1... Discriminator Loss: 1.0027... Generator Loss: 0.6285
Epoch 1/1... Discriminator Loss: 0.8316... Generator Loss: 1.7998 Epoch 1/1... Discriminator Loss: 1.1395... Generator Loss: 0.6018 Epoch 1/1... Discriminator Loss: 1.3003... Generator Loss: 0.5357 Epoch 1/1... Discriminator Loss: 1.1128... Generator Loss: 1.3049 Epoch 1/1... Discriminator Loss: 1.0856... Generator Loss: 0.6360 Epoch 1/1... Discriminator Loss: 0.9652... Generator Loss: 1.3060 Epoch 1/1... Discriminator Loss: 1.3463... Generator Loss: 0.5198 Epoch 1/1... Discriminator Loss: 1.1633... Generator Loss: 0.8435 Epoch 1/1... Discriminator Loss: 1.3048... Generator Loss: 0.5233 Epoch 1/1... Discriminator Loss: 1.0538... Generator Loss: 1.1702
Epoch 1/1... Discriminator Loss: 1.0962... Generator Loss: 0.8026 Epoch 1/1... Discriminator Loss: 1.4346... Generator Loss: 0.4612 Epoch 1/1... Discriminator Loss: 0.5623... Generator Loss: 1.7707 Epoch 1/1... Discriminator Loss: 0.8141... Generator Loss: 1.3199 Epoch 1/1... Discriminator Loss: 1.7273... Generator Loss: 0.2812 Epoch 1/1... Discriminator Loss: 1.7896... Generator Loss: 2.2447 Epoch 1/1... Discriminator Loss: 1.5065... Generator Loss: 0.3847 Epoch 1/1... Discriminator Loss: 1.5921... Generator Loss: 1.1566 Epoch 1/1... Discriminator Loss: 1.5608... Generator Loss: 0.3630 Epoch 1/1... Discriminator Loss: 1.1775... Generator Loss: 0.7423
Epoch 1/1... Discriminator Loss: 1.2068... Generator Loss: 0.9758 Epoch 1/1... Discriminator Loss: 0.9767... Generator Loss: 0.7951 Epoch 1/1... Discriminator Loss: 1.4177... Generator Loss: 0.4366 Epoch 1/1... Discriminator Loss: 0.8243... Generator Loss: 1.2286 Epoch 1/1... Discriminator Loss: 0.5778... Generator Loss: 1.6337 Epoch 1/1... Discriminator Loss: 1.7899... Generator Loss: 0.2523 Epoch 1/1... Discriminator Loss: 0.9784... Generator Loss: 1.5545 Epoch 1/1... Discriminator Loss: 0.8024... Generator Loss: 0.8412 Epoch 1/1... Discriminator Loss: 1.7129... Generator Loss: 0.2720 Epoch 1/1... Discriminator Loss: 2.4920... Generator Loss: 3.2209
Epoch 1/1... Discriminator Loss: 1.1142... Generator Loss: 0.8749 Epoch 1/1... Discriminator Loss: 1.2837... Generator Loss: 0.4401 Epoch 1/1... Discriminator Loss: 0.8926... Generator Loss: 1.3787 Epoch 1/1... Discriminator Loss: 0.8902... Generator Loss: 1.0369 Epoch 1/1... Discriminator Loss: 1.7049... Generator Loss: 0.2730 Epoch 1/1... Discriminator Loss: 1.3919... Generator Loss: 1.3937 Epoch 1/1... Discriminator Loss: 1.0651... Generator Loss: 0.6075 Epoch 1/1... Discriminator Loss: 1.2696... Generator Loss: 1.0568 Epoch 1/1... Discriminator Loss: 1.1580... Generator Loss: 0.6892 Epoch 1/1... Discriminator Loss: 0.8243... Generator Loss: 0.9460
Epoch 1/1... Discriminator Loss: 0.7966... Generator Loss: 1.3775 Epoch 1/1... Discriminator Loss: 1.4778... Generator Loss: 0.4463 Epoch 1/1... Discriminator Loss: 1.2799... Generator Loss: 0.6116 Epoch 1/1... Discriminator Loss: 1.2595... Generator Loss: 0.8981 Epoch 1/1... Discriminator Loss: 1.3798... Generator Loss: 0.5614 Epoch 1/1... Discriminator Loss: 1.2883... Generator Loss: 0.6508 Epoch 1/1... Discriminator Loss: 1.2536... Generator Loss: 0.8455 Epoch 1/1... Discriminator Loss: 1.5075... Generator Loss: 0.4071 Epoch 1/1... Discriminator Loss: 0.8808... Generator Loss: 1.2533 Epoch 1/1... Discriminator Loss: 0.3823... Generator Loss: 2.8911
Epoch 1/1... Discriminator Loss: 1.0046... Generator Loss: 0.5773 Epoch 1/1... Discriminator Loss: 1.2253... Generator Loss: 0.4848 Epoch 1/1... Discriminator Loss: 1.0615... Generator Loss: 2.0983 Epoch 1/1... Discriminator Loss: 1.0432... Generator Loss: 1.0243 Epoch 1/1... Discriminator Loss: 1.3176... Generator Loss: 0.4845 Epoch 1/1... Discriminator Loss: 1.1347... Generator Loss: 0.8817 Epoch 1/1... Discriminator Loss: 1.3164... Generator Loss: 0.6199 Epoch 1/1... Discriminator Loss: 1.2637... Generator Loss: 0.7061 Epoch 1/1... Discriminator Loss: 1.1773... Generator Loss: 0.7996 Epoch 1/1... Discriminator Loss: 1.2281... Generator Loss: 0.6358
Epoch 1/1... Discriminator Loss: 0.9672... Generator Loss: 0.8324 Epoch 1/1... Discriminator Loss: 1.2819... Generator Loss: 1.7052 Epoch 1/1... Discriminator Loss: 1.6544... Generator Loss: 0.2797 Epoch 1/1... Discriminator Loss: 1.0714... Generator Loss: 1.1501 Epoch 1/1... Discriminator Loss: 0.6075... Generator Loss: 1.5502 Epoch 1/1... Discriminator Loss: 1.2924... Generator Loss: 0.4533 Epoch 1/1... Discriminator Loss: 0.9630... Generator Loss: 0.9912 Epoch 1/1... Discriminator Loss: 1.1080... Generator Loss: 0.7679 Epoch 1/1... Discriminator Loss: 1.3638... Generator Loss: 1.0773 Epoch 1/1... Discriminator Loss: 1.4026... Generator Loss: 0.4389
Epoch 1/1... Discriminator Loss: 1.0003... Generator Loss: 1.3685 Epoch 1/1... Discriminator Loss: 1.4745... Generator Loss: 0.4848 Epoch 1/1... Discriminator Loss: 1.4118... Generator Loss: 0.4273 Epoch 1/1... Discriminator Loss: 1.0780... Generator Loss: 1.2068 Epoch 1/1... Discriminator Loss: 1.2132... Generator Loss: 0.6642 Epoch 1/1... Discriminator Loss: 0.8984... Generator Loss: 1.4307 Epoch 1/1... Discriminator Loss: 1.2754... Generator Loss: 0.4610 Epoch 1/1... Discriminator Loss: 1.0264... Generator Loss: 1.6080 Epoch 1/1... Discriminator Loss: 1.3714... Generator Loss: 0.4642 Epoch 1/1... Discriminator Loss: 1.2338... Generator Loss: 0.8182
Epoch 1/1... Discriminator Loss: 1.0808... Generator Loss: 0.9224 Epoch 1/1... Discriminator Loss: 1.1252... Generator Loss: 0.7019 Epoch 1/1... Discriminator Loss: 1.3000... Generator Loss: 1.0493 Epoch 1/1... Discriminator Loss: 0.7930... Generator Loss: 0.9672 Epoch 1/1... Discriminator Loss: 0.8358... Generator Loss: 0.9929 Epoch 1/1... Discriminator Loss: 0.6615... Generator Loss: 1.3207 Epoch 1/1... Discriminator Loss: 0.7235... Generator Loss: 1.4313 Epoch 1/1... Discriminator Loss: 1.1725... Generator Loss: 0.6538 Epoch 1/1... Discriminator Loss: 1.8353... Generator Loss: 1.4571 Epoch 1/1... Discriminator Loss: 1.6097... Generator Loss: 0.2889
Epoch 1/1... Discriminator Loss: 1.4916... Generator Loss: 1.4968 Epoch 1/1... Discriminator Loss: 1.1214... Generator Loss: 0.7143 Epoch 1/1... Discriminator Loss: 1.1413... Generator Loss: 0.6528 Epoch 1/1... Discriminator Loss: 1.2018... Generator Loss: 0.6774 Epoch 1/1... Discriminator Loss: 1.1354... Generator Loss: 0.8192 Epoch 1/1... Discriminator Loss: 1.3911... Generator Loss: 0.4414 Epoch 1/1... Discriminator Loss: 1.4187... Generator Loss: 1.5506 Epoch 1/1... Discriminator Loss: 1.2076... Generator Loss: 0.5219 Epoch 1/1... Discriminator Loss: 1.2955... Generator Loss: 1.0485 Epoch 1/1... Discriminator Loss: 1.3664... Generator Loss: 0.6987
Epoch 1/1... Discriminator Loss: 1.7122... Generator Loss: 0.3017 Epoch 1/1... Discriminator Loss: 1.2825... Generator Loss: 1.1518 Epoch 1/1... Discriminator Loss: 1.1452... Generator Loss: 0.7515 Epoch 1/1... Discriminator Loss: 1.1051... Generator Loss: 0.7278 Epoch 1/1... Discriminator Loss: 1.0111... Generator Loss: 1.1680 Epoch 1/1... Discriminator Loss: 0.9878... Generator Loss: 0.8802 Epoch 1/1... Discriminator Loss: 1.1919... Generator Loss: 0.7812 Epoch 1/1... Discriminator Loss: 1.0909... Generator Loss: 0.9840 Epoch 1/1... Discriminator Loss: 1.3513... Generator Loss: 0.4511 Epoch 1/1... Discriminator Loss: 0.8589... Generator Loss: 2.1460
Epoch 1/1... Discriminator Loss: 0.9767... Generator Loss: 0.7517 Epoch 1/1... Discriminator Loss: 1.3695... Generator Loss: 0.5172 Epoch 1/1... Discriminator Loss: 1.1341... Generator Loss: 1.2812 Epoch 1/1... Discriminator Loss: 1.7225... Generator Loss: 0.2728 Epoch 1/1... Discriminator Loss: 1.2265... Generator Loss: 0.9308 Epoch 1/1... Discriminator Loss: 1.0676... Generator Loss: 1.1496 Epoch 1/1... Discriminator Loss: 1.4095... Generator Loss: 0.4220 Epoch 1/1... Discriminator Loss: 1.1135... Generator Loss: 1.0067 Epoch 1/1... Discriminator Loss: 1.0984... Generator Loss: 0.8260 Epoch 1/1... Discriminator Loss: 1.1666... Generator Loss: 0.5343
Epoch 1/1... Discriminator Loss: 1.4803... Generator Loss: 1.2576 Epoch 1/1... Discriminator Loss: 0.9895... Generator Loss: 0.8875 Epoch 1/1... Discriminator Loss: 1.3559... Generator Loss: 0.4315 Epoch 1/1... Discriminator Loss: 1.4257... Generator Loss: 0.8437 Epoch 1/1... Discriminator Loss: 1.1724... Generator Loss: 0.8018 Epoch 1/1... Discriminator Loss: 1.1181... Generator Loss: 0.7087 Epoch 1/1... Discriminator Loss: 1.2257... Generator Loss: 0.7105 Epoch 1/1... Discriminator Loss: 0.7702... Generator Loss: 1.6646 Epoch 1/1... Discriminator Loss: 0.5161... Generator Loss: 1.4305 Epoch 1/1... Discriminator Loss: 1.5780... Generator Loss: 0.3288
Epoch 1/1... Discriminator Loss: 2.0095... Generator Loss: 2.2075 Epoch 1/1... Discriminator Loss: 1.6344... Generator Loss: 0.3765 Epoch 1/1... Discriminator Loss: 1.1025... Generator Loss: 0.9512 Epoch 1/1... Discriminator Loss: 1.3711... Generator Loss: 0.7135 Epoch 1/1... Discriminator Loss: 1.0456... Generator Loss: 0.7222 Epoch 1/1... Discriminator Loss: 1.3996... Generator Loss: 0.6602 Epoch 1/1... Discriminator Loss: 0.9116... Generator Loss: 1.2591 Epoch 1/1... Discriminator Loss: 1.1202... Generator Loss: 0.6712 Epoch 1/1... Discriminator Loss: 1.5576... Generator Loss: 0.5090 Epoch 1/1... Discriminator Loss: 1.2870... Generator Loss: 1.1307
Epoch 1/1... Discriminator Loss: 1.3959... Generator Loss: 0.4263 Epoch 1/1... Discriminator Loss: 1.1804... Generator Loss: 0.6387 Epoch 1/1... Discriminator Loss: 1.7062... Generator Loss: 1.3873 Epoch 1/1... Discriminator Loss: 0.9061... Generator Loss: 0.8847 Epoch 1/1... Discriminator Loss: 1.4068... Generator Loss: 0.4025 Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 0.8708 Epoch 1/1... Discriminator Loss: 1.4089... Generator Loss: 0.6636 Epoch 1/1... Discriminator Loss: 1.4592... Generator Loss: 0.4446 Epoch 1/1... Discriminator Loss: 1.3446... Generator Loss: 1.0207 Epoch 1/1... Discriminator Loss: 0.8500... Generator Loss: 1.2135
Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 0.6339 Epoch 1/1... Discriminator Loss: 1.3231... Generator Loss: 0.6791 Epoch 1/1... Discriminator Loss: 0.8985... Generator Loss: 1.0769 Epoch 1/1... Discriminator Loss: 0.6036... Generator Loss: 1.7230 Epoch 1/1... Discriminator Loss: 0.7705... Generator Loss: 1.0464 Epoch 1/1... Discriminator Loss: 0.6639... Generator Loss: 1.3030 Epoch 1/1... Discriminator Loss: 1.0486... Generator Loss: 0.7432 Epoch 1/1... Discriminator Loss: 1.0001... Generator Loss: 1.0094 Epoch 1/1... Discriminator Loss: 1.4453... Generator Loss: 0.3787 Epoch 1/1... Discriminator Loss: 1.7033... Generator Loss: 1.8933
Epoch 1/1... Discriminator Loss: 1.2070... Generator Loss: 0.5291 Epoch 1/1... Discriminator Loss: 1.1839... Generator Loss: 0.6269 Epoch 1/1... Discriminator Loss: 1.1228... Generator Loss: 0.9900 Epoch 1/1... Discriminator Loss: 1.2010... Generator Loss: 0.6776 Epoch 1/1... Discriminator Loss: 1.1912... Generator Loss: 1.2292 Epoch 1/1... Discriminator Loss: 0.9241... Generator Loss: 0.6912 Epoch 1/1... Discriminator Loss: 1.1122... Generator Loss: 0.7168 Epoch 1/1... Discriminator Loss: 1.3109... Generator Loss: 1.0996 Epoch 1/1... Discriminator Loss: 1.2870... Generator Loss: 0.5081 Epoch 1/1... Discriminator Loss: 1.1673... Generator Loss: 0.9071
Epoch 1/1... Discriminator Loss: 1.3186... Generator Loss: 0.5468 Epoch 1/1... Discriminator Loss: 0.8240... Generator Loss: 1.5593 Epoch 1/1... Discriminator Loss: 0.8300... Generator Loss: 1.0481 Epoch 1/1... Discriminator Loss: 0.8783... Generator Loss: 0.8106 Epoch 1/1... Discriminator Loss: 0.9156... Generator Loss: 1.0335 Epoch 1/1... Discriminator Loss: 1.2826... Generator Loss: 0.8731 Epoch 1/1... Discriminator Loss: 1.1810... Generator Loss: 0.8332 Epoch 1/1... Discriminator Loss: 1.8275... Generator Loss: 0.2850 Epoch 1/1... Discriminator Loss: 1.5734... Generator Loss: 1.1539 Epoch 1/1... Discriminator Loss: 1.6388... Generator Loss: 0.3527
Epoch 1/1... Discriminator Loss: 1.1746... Generator Loss: 1.2253 Epoch 1/1... Discriminator Loss: 1.4753... Generator Loss: 0.4372 Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 0.7423 Epoch 1/1... Discriminator Loss: 1.2550... Generator Loss: 0.5200 Epoch 1/1... Discriminator Loss: 0.9784... Generator Loss: 0.7994 Epoch 1/1... Discriminator Loss: 1.3110... Generator Loss: 0.7648 Epoch 1/1... Discriminator Loss: 1.4136... Generator Loss: 0.5841 Epoch 1/1... Discriminator Loss: 1.2825... Generator Loss: 0.7078 Epoch 1/1... Discriminator Loss: 1.6091... Generator Loss: 0.3749 Epoch 1/1... Discriminator Loss: 1.0629... Generator Loss: 1.4573
Epoch 1/1... Discriminator Loss: 1.1868... Generator Loss: 0.6233 Epoch 1/1... Discriminator Loss: 1.3008... Generator Loss: 0.7993 Epoch 1/1... Discriminator Loss: 0.9279... Generator Loss: 0.8447 Epoch 1/1... Discriminator Loss: 0.6071... Generator Loss: 2.1568 Epoch 1/1... Discriminator Loss: 1.5626... Generator Loss: 0.3207 Epoch 1/1... Discriminator Loss: 1.1788... Generator Loss: 1.4794 Epoch 1/1... Discriminator Loss: 1.1136... Generator Loss: 0.7074 Epoch 1/1... Discriminator Loss: 1.2070... Generator Loss: 0.6196 Epoch 1/1... Discriminator Loss: 1.0448... Generator Loss: 1.1480 Epoch 1/1... Discriminator Loss: 1.2218... Generator Loss: 0.8139
Epoch 1/1... Discriminator Loss: 0.8115... Generator Loss: 1.0927 Epoch 1/1... Discriminator Loss: 0.9954... Generator Loss: 0.9213 Epoch 1/1... Discriminator Loss: 1.0508... Generator Loss: 0.7813 Epoch 1/1... Discriminator Loss: 1.2729... Generator Loss: 0.6453 Epoch 1/1... Discriminator Loss: 1.3951... Generator Loss: 0.5114 Epoch 1/1... Discriminator Loss: 1.3864... Generator Loss: 1.3945 Epoch 1/1... Discriminator Loss: 1.4956... Generator Loss: 0.3693 Epoch 1/1... Discriminator Loss: 1.8372... Generator Loss: 1.3677 Epoch 1/1... Discriminator Loss: 2.1852... Generator Loss: 0.1573 Epoch 1/1... Discriminator Loss: 1.8379... Generator Loss: 1.3021
Epoch 1/1... Discriminator Loss: 1.6780... Generator Loss: 0.4352 Epoch 1/1... Discriminator Loss: 1.4897... Generator Loss: 0.4580 Epoch 1/1... Discriminator Loss: 1.2586... Generator Loss: 0.9286 Epoch 1/1... Discriminator Loss: 0.7256... Generator Loss: 1.8898 Epoch 1/1... Discriminator Loss: 0.3786... Generator Loss: 2.5203 Epoch 1/1... Discriminator Loss: 1.0075... Generator Loss: 0.6198 Epoch 1/1... Discriminator Loss: 0.6342... Generator Loss: 1.4983 Epoch 1/1... Discriminator Loss: 0.6997... Generator Loss: 1.4448 Epoch 1/1... Discriminator Loss: 0.3659... Generator Loss: 2.6675 Epoch 1/1... Discriminator Loss: 0.6492... Generator Loss: 1.2077
Epoch 1/1... Discriminator Loss: 0.4106... Generator Loss: 1.7021 Epoch 1/1... Discriminator Loss: 0.3364... Generator Loss: 2.7605 Epoch 1/1... Discriminator Loss: 0.2541... Generator Loss: 3.0751 Epoch 1/1... Discriminator Loss: 1.2406... Generator Loss: 0.5175 Epoch 1/1... Discriminator Loss: 0.8247... Generator Loss: 1.7917 Epoch 1/1... Discriminator Loss: 1.1890... Generator Loss: 0.9549 Epoch 1/1... Discriminator Loss: 1.7245... Generator Loss: 0.2717 Epoch 1/1... Discriminator Loss: 1.9954... Generator Loss: 2.0505 Epoch 1/1... Discriminator Loss: 1.3613... Generator Loss: 0.4044 Epoch 1/1... Discriminator Loss: 0.8641... Generator Loss: 1.2704
Epoch 1/1... Discriminator Loss: 0.8185... Generator Loss: 1.3016 Epoch 1/1... Discriminator Loss: 1.0762... Generator Loss: 0.5957 Epoch 1/1... Discriminator Loss: 1.0226... Generator Loss: 0.7774 Epoch 1/1... Discriminator Loss: 0.7404... Generator Loss: 1.4661 Epoch 1/1... Discriminator Loss: 1.0156... Generator Loss: 0.7124 Epoch 1/1... Discriminator Loss: 1.0023... Generator Loss: 0.8342 Epoch 1/1... Discriminator Loss: 1.2433... Generator Loss: 1.0368 Epoch 1/1... Discriminator Loss: 1.4185... Generator Loss: 0.5467 Epoch 1/1... Discriminator Loss: 1.2980... Generator Loss: 0.6753 Epoch 1/1... Discriminator Loss: 1.2826... Generator Loss: 0.7754
Epoch 1/1... Discriminator Loss: 0.8580... Generator Loss: 1.2374 Epoch 1/1... Discriminator Loss: 1.1546... Generator Loss: 0.6164 Epoch 1/1... Discriminator Loss: 1.1527... Generator Loss: 0.6912 Epoch 1/1... Discriminator Loss: 1.0408... Generator Loss: 1.1790 Epoch 1/1... Discriminator Loss: 0.8912... Generator Loss: 1.0684 Epoch 1/1... Discriminator Loss: 1.2878... Generator Loss: 0.5548 Epoch 1/1... Discriminator Loss: 1.2096... Generator Loss: 0.8104 Epoch 1/1... Discriminator Loss: 1.1151... Generator Loss: 0.7552 Epoch 1/1... Discriminator Loss: 0.7523... Generator Loss: 1.4428 Epoch 1/1... Discriminator Loss: 1.2594... Generator Loss: 0.5512
Epoch 1/1... Discriminator Loss: 1.1798... Generator Loss: 1.3114 Epoch 1/1... Discriminator Loss: 2.0797... Generator Loss: 0.1933 Epoch 1/1... Discriminator Loss: 2.1371... Generator Loss: 1.9107 Epoch 1/1... Discriminator Loss: 1.4427... Generator Loss: 0.5367 Epoch 1/1... Discriminator Loss: 1.4396... Generator Loss: 0.5006 Epoch 1/1... Discriminator Loss: 1.0075... Generator Loss: 1.4327 Epoch 1/1... Discriminator Loss: 0.9440... Generator Loss: 1.1617 Epoch 1/1... Discriminator Loss: 1.0191... Generator Loss: 0.7533 Epoch 1/1... Discriminator Loss: 0.7069... Generator Loss: 1.2246 Epoch 1/1... Discriminator Loss: 0.9225... Generator Loss: 0.9200
Epoch 1/1... Discriminator Loss: 1.2379... Generator Loss: 0.8774 Epoch 1/1... Discriminator Loss: 1.6436... Generator Loss: 0.2932 Epoch 1/1... Discriminator Loss: 1.3553... Generator Loss: 1.3373 Epoch 1/1... Discriminator Loss: 1.2930... Generator Loss: 0.6448 Epoch 1/1... Discriminator Loss: 1.2427... Generator Loss: 0.5569 Epoch 1/1... Discriminator Loss: 0.8146... Generator Loss: 1.3131 Epoch 1/1... Discriminator Loss: 0.7227... Generator Loss: 1.3715 Epoch 1/1... Discriminator Loss: 1.7308... Generator Loss: 0.2871 Epoch 1/1... Discriminator Loss: 1.2900... Generator Loss: 0.9848 Epoch 1/1... Discriminator Loss: 1.7006... Generator Loss: 0.3163
Epoch 1/1... Discriminator Loss: 1.3370... Generator Loss: 0.7771 Epoch 1/1... Discriminator Loss: 1.1487... Generator Loss: 1.0732 Epoch 1/1... Discriminator Loss: 1.2260... Generator Loss: 0.6323 Epoch 1/1... Discriminator Loss: 1.1663... Generator Loss: 0.6623 Epoch 1/1... Discriminator Loss: 1.2216... Generator Loss: 0.6996 Epoch 1/1... Discriminator Loss: 0.9045... Generator Loss: 1.6148 Epoch 1/1... Discriminator Loss: 1.3523... Generator Loss: 0.4096 Epoch 1/1... Discriminator Loss: 1.0399... Generator Loss: 1.2991 Epoch 1/1... Discriminator Loss: 1.1642... Generator Loss: 0.5968 Epoch 1/1... Discriminator Loss: 1.1680... Generator Loss: 0.7321
Epoch 1/1... Discriminator Loss: 1.2635... Generator Loss: 1.0427 Epoch 1/1... Discriminator Loss: 1.0823... Generator Loss: 0.7846 Epoch 1/1... Discriminator Loss: 1.5503... Generator Loss: 0.4064 Epoch 1/1... Discriminator Loss: 1.1219... Generator Loss: 1.1681 Epoch 1/1... Discriminator Loss: 1.5195... Generator Loss: 0.3571 Epoch 1/1... Discriminator Loss: 1.1365... Generator Loss: 0.8525 Epoch 1/1... Discriminator Loss: 1.1292... Generator Loss: 1.0524 Epoch 1/1... Discriminator Loss: 0.8692... Generator Loss: 1.0725 Epoch 1/1... Discriminator Loss: 1.6289... Generator Loss: 0.3585 Epoch 1/1... Discriminator Loss: 1.3391... Generator Loss: 1.3612
Epoch 1/1... Discriminator Loss: 1.3457... Generator Loss: 0.4866 Epoch 1/1... Discriminator Loss: 1.3301... Generator Loss: 0.6241 Epoch 1/1... Discriminator Loss: 0.8555... Generator Loss: 1.9895 Epoch 1/1... Discriminator Loss: 1.3811... Generator Loss: 0.4006 Epoch 1/1... Discriminator Loss: 0.9381... Generator Loss: 1.4235 Epoch 1/1... Discriminator Loss: 1.2462... Generator Loss: 0.6528 Epoch 1/1... Discriminator Loss: 0.7630... Generator Loss: 1.0948 Epoch 1/1... Discriminator Loss: 1.0978... Generator Loss: 0.6648 Epoch 1/1... Discriminator Loss: 1.3036... Generator Loss: 1.0688 Epoch 1/1... Discriminator Loss: 1.3198... Generator Loss: 0.5287
Epoch 1/1... Discriminator Loss: 0.9681... Generator Loss: 1.1745 Epoch 1/1... Discriminator Loss: 1.2852... Generator Loss: 0.4791 Epoch 1/1... Discriminator Loss: 1.1252... Generator Loss: 0.9275 Epoch 1/1... Discriminator Loss: 0.6938... Generator Loss: 1.5116 Epoch 1/1... Discriminator Loss: 1.3877... Generator Loss: 0.4203 Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.1510 Epoch 1/1... Discriminator Loss: 1.1690... Generator Loss: 0.8804 Epoch 1/1... Discriminator Loss: 1.1208... Generator Loss: 0.6603 Epoch 1/1... Discriminator Loss: 0.9282... Generator Loss: 0.9453 Epoch 1/1... Discriminator Loss: 1.2297... Generator Loss: 0.6266
Epoch 1/1... Discriminator Loss: 1.4883... Generator Loss: 1.2247 Epoch 1/1... Discriminator Loss: 1.4395... Generator Loss: 0.4039 Epoch 1/1... Discriminator Loss: 2.3451... Generator Loss: 3.1869 Epoch 1/1... Discriminator Loss: 1.6052... Generator Loss: 0.3902 Epoch 1/1... Discriminator Loss: 1.2969... Generator Loss: 0.5585 Epoch 1/1... Discriminator Loss: 1.3941... Generator Loss: 0.8683 Epoch 1/1... Discriminator Loss: 1.3266... Generator Loss: 0.4893 Epoch 1/1... Discriminator Loss: 1.2384... Generator Loss: 0.9406 Epoch 1/1... Discriminator Loss: 1.3113... Generator Loss: 0.8833 Epoch 1/1... Discriminator Loss: 1.2394... Generator Loss: 0.5099
Epoch 1/1... Discriminator Loss: 1.2712... Generator Loss: 0.9048 Epoch 1/1... Discriminator Loss: 1.0696... Generator Loss: 0.8236 Epoch 1/1... Discriminator Loss: 1.5129... Generator Loss: 0.3818 Epoch 1/1... Discriminator Loss: 1.6480... Generator Loss: 1.4459 Epoch 1/1... Discriminator Loss: 1.4233... Generator Loss: 0.4197 Epoch 1/1... Discriminator Loss: 1.1497... Generator Loss: 0.7292 Epoch 1/1... Discriminator Loss: 1.4003... Generator Loss: 0.7516 Epoch 1/1... Discriminator Loss: 1.2658... Generator Loss: 0.6527 Epoch 1/1... Discriminator Loss: 1.3104... Generator Loss: 0.7260 Epoch 1/1... Discriminator Loss: 0.4102... Generator Loss: 1.7722
Epoch 1/1... Discriminator Loss: 1.7743... Generator Loss: 0.2607 Epoch 1/1... Discriminator Loss: 1.4780... Generator Loss: 1.4899 Epoch 1/1... Discriminator Loss: 1.1618... Generator Loss: 0.6946 Epoch 1/1... Discriminator Loss: 1.3040... Generator Loss: 0.4881 Epoch 1/1... Discriminator Loss: 1.2415... Generator Loss: 1.1063 Epoch 1/1... Discriminator Loss: 0.9854... Generator Loss: 0.8331 Epoch 1/1... Discriminator Loss: 1.4428... Generator Loss: 0.4870 Epoch 1/1... Discriminator Loss: 1.2755... Generator Loss: 1.1675 Epoch 1/1... Discriminator Loss: 1.2165... Generator Loss: 0.5517 Epoch 1/1... Discriminator Loss: 1.0717... Generator Loss: 0.6646
Epoch 1/1... Discriminator Loss: 0.9892... Generator Loss: 1.1702 Epoch 1/1... Discriminator Loss: 1.1776... Generator Loss: 0.7249 Epoch 1/1... Discriminator Loss: 1.3858... Generator Loss: 0.4271 Epoch 1/1... Discriminator Loss: 1.5232... Generator Loss: 1.1791 Epoch 1/1... Discriminator Loss: 1.4698... Generator Loss: 0.4422 Epoch 1/1... Discriminator Loss: 1.3517... Generator Loss: 0.5530 Epoch 1/1... Discriminator Loss: 1.0680... Generator Loss: 1.2042 Epoch 1/1... Discriminator Loss: 1.0097... Generator Loss: 0.7078 Epoch 1/1... Discriminator Loss: 1.2278... Generator Loss: 0.5769 Epoch 1/1... Discriminator Loss: 1.5442... Generator Loss: 1.0465
Epoch 1/1... Discriminator Loss: 1.2383... Generator Loss: 0.6069 Epoch 1/1... Discriminator Loss: 1.3323... Generator Loss: 0.5434 Epoch 1/1... Discriminator Loss: 1.2481... Generator Loss: 0.7631 Epoch 1/1... Discriminator Loss: 1.3669... Generator Loss: 0.6773 Epoch 1/1... Discriminator Loss: 1.3765... Generator Loss: 0.4542 Epoch 1/1... Discriminator Loss: 1.0352... Generator Loss: 1.1168 Epoch 1/1... Discriminator Loss: 1.0468... Generator Loss: 0.7440 Epoch 1/1... Discriminator Loss: 1.2360... Generator Loss: 0.5877 Epoch 1/1... Discriminator Loss: 1.1836... Generator Loss: 0.6548 Epoch 1/1... Discriminator Loss: 0.8380... Generator Loss: 2.6143
Epoch 1/1... Discriminator Loss: 1.2657... Generator Loss: 0.4519 Epoch 1/1... Discriminator Loss: 1.0348... Generator Loss: 1.6816 Epoch 1/1... Discriminator Loss: 1.3350... Generator Loss: 0.5825 Epoch 1/1... Discriminator Loss: 1.2252... Generator Loss: 0.5594 Epoch 1/1... Discriminator Loss: 1.3254... Generator Loss: 1.1143 Epoch 1/1... Discriminator Loss: 1.2766... Generator Loss: 0.5485 Epoch 1/1... Discriminator Loss: 1.0950... Generator Loss: 0.8645 Epoch 1/1... Discriminator Loss: 1.1273... Generator Loss: 0.7620 Epoch 1/1... Discriminator Loss: 1.2860... Generator Loss: 0.5551 Epoch 1/1... Discriminator Loss: 1.0137... Generator Loss: 1.2017
Epoch 1/1... Discriminator Loss: 1.1469... Generator Loss: 0.6255 Epoch 1/1... Discriminator Loss: 1.1552... Generator Loss: 1.0302 Epoch 1/1... Discriminator Loss: 1.4626... Generator Loss: 0.3872 Epoch 1/1... Discriminator Loss: 1.3732... Generator Loss: 1.9025 Epoch 1/1... Discriminator Loss: 1.1219... Generator Loss: 0.6588 Epoch 1/1... Discriminator Loss: 1.0937... Generator Loss: 0.6972 Epoch 1/1... Discriminator Loss: 1.0821... Generator Loss: 1.2370 Epoch 1/1... Discriminator Loss: 1.1684... Generator Loss: 0.6906 Epoch 1/1... Discriminator Loss: 1.1000... Generator Loss: 0.7332 Epoch 1/1... Discriminator Loss: 0.7856... Generator Loss: 1.0014
Epoch 1/1... Discriminator Loss: 0.9541... Generator Loss: 1.0626 Epoch 1/1... Discriminator Loss: 1.1491... Generator Loss: 0.5926 Epoch 1/1... Discriminator Loss: 1.3859... Generator Loss: 1.2487 Epoch 1/1... Discriminator Loss: 1.2530... Generator Loss: 0.6199 Epoch 1/1... Discriminator Loss: 1.3119... Generator Loss: 0.6348 Epoch 1/1... Discriminator Loss: 1.6550... Generator Loss: 0.6434 Epoch 1/1... Discriminator Loss: 1.4581... Generator Loss: 0.5271 Epoch 1/1... Discriminator Loss: 0.9976... Generator Loss: 0.9474 Epoch 1/1... Discriminator Loss: 1.1797... Generator Loss: 0.9298 Epoch 1/1... Discriminator Loss: 1.3772... Generator Loss: 0.5015
Epoch 1/1... Discriminator Loss: 1.2972... Generator Loss: 0.6920 Epoch 1/1... Discriminator Loss: 1.0154... Generator Loss: 1.2246 Epoch 1/1... Discriminator Loss: 1.2177... Generator Loss: 0.5148 Epoch 1/1... Discriminator Loss: 0.9249... Generator Loss: 1.3364 Epoch 1/1... Discriminator Loss: 1.0317... Generator Loss: 0.8370 Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 0.6124 Epoch 1/1... Discriminator Loss: 1.0752... Generator Loss: 0.9352 Epoch 1/1... Discriminator Loss: 1.1967... Generator Loss: 0.5792 Epoch 1/1... Discriminator Loss: 0.7207... Generator Loss: 1.6643 Epoch 1/1... Discriminator Loss: 1.4192... Generator Loss: 0.4333
Epoch 1/1... Discriminator Loss: 0.9580... Generator Loss: 1.5007 Epoch 1/1... Discriminator Loss: 1.2938... Generator Loss: 0.6846 Epoch 1/1... Discriminator Loss: 1.2714... Generator Loss: 0.5356 Epoch 1/1... Discriminator Loss: 1.3130... Generator Loss: 0.7915 Epoch 1/1... Discriminator Loss: 1.0781... Generator Loss: 0.8327 Epoch 1/1... Discriminator Loss: 0.9739... Generator Loss: 0.7894 Epoch 1/1... Discriminator Loss: 1.1752... Generator Loss: 0.7627 Epoch 1/1... Discriminator Loss: 1.3168... Generator Loss: 0.8284 Epoch 1/1... Discriminator Loss: 1.4537... Generator Loss: 0.4151 Epoch 1/1... Discriminator Loss: 1.5378... Generator Loss: 1.3257
Epoch 1/1... Discriminator Loss: 1.4989... Generator Loss: 0.3805 Epoch 1/1... Discriminator Loss: 1.2234... Generator Loss: 0.8055 Epoch 1/1... Discriminator Loss: 0.7537... Generator Loss: 1.9162 Epoch 1/1... Discriminator Loss: 1.4328... Generator Loss: 0.3566 Epoch 1/1... Discriminator Loss: 1.3156... Generator Loss: 0.9364 Epoch 1/1... Discriminator Loss: 1.1795... Generator Loss: 0.9112 Epoch 1/1... Discriminator Loss: 1.2384... Generator Loss: 0.4935 Epoch 1/1... Discriminator Loss: 0.8320... Generator Loss: 1.2756 Epoch 1/1... Discriminator Loss: 1.2564... Generator Loss: 0.8318 Epoch 1/1... Discriminator Loss: 1.1079... Generator Loss: 0.6881
Epoch 1/1... Discriminator Loss: 1.0249... Generator Loss: 1.4451 Epoch 1/1... Discriminator Loss: 0.7585... Generator Loss: 1.0501 Epoch 1/1... Discriminator Loss: 1.4773... Generator Loss: 0.4339 Epoch 1/1... Discriminator Loss: 1.1984... Generator Loss: 0.9315 Epoch 1/1... Discriminator Loss: 1.2801... Generator Loss: 0.5663 Epoch 1/1... Discriminator Loss: 1.0926... Generator Loss: 0.8402 Epoch 1/1... Discriminator Loss: 1.1824... Generator Loss: 0.8750 Epoch 1/1... Discriminator Loss: 1.3283... Generator Loss: 0.5003 Epoch 1/1... Discriminator Loss: 1.3508... Generator Loss: 0.7876 Epoch 1/1... Discriminator Loss: 1.0208... Generator Loss: 1.0409
Epoch 1/1... Discriminator Loss: 1.1864... Generator Loss: 0.6294 Epoch 1/1... Discriminator Loss: 1.3727... Generator Loss: 0.4814 Epoch 1/1... Discriminator Loss: 1.2000... Generator Loss: 0.7606 Epoch 1/1... Discriminator Loss: 1.1148... Generator Loss: 0.8530 Epoch 1/1... Discriminator Loss: 1.4103... Generator Loss: 0.5544 Epoch 1/1... Discriminator Loss: 1.0800... Generator Loss: 0.6804 Epoch 1/1... Discriminator Loss: 1.2009... Generator Loss: 0.5829 Epoch 1/1... Discriminator Loss: 1.0472... Generator Loss: 1.3512 Epoch 1/1... Discriminator Loss: 1.2573... Generator Loss: 0.5843 Epoch 1/1... Discriminator Loss: 1.3271... Generator Loss: 0.5373
Epoch 1/1... Discriminator Loss: 1.4050... Generator Loss: 1.1657 Epoch 1/1... Discriminator Loss: 0.7757... Generator Loss: 0.8650 Epoch 1/1... Discriminator Loss: 1.6246... Generator Loss: 0.3197 Epoch 1/1... Discriminator Loss: 1.3248... Generator Loss: 1.5402 Epoch 1/1... Discriminator Loss: 1.1913... Generator Loss: 0.8653 Epoch 1/1... Discriminator Loss: 1.2965... Generator Loss: 0.5443 Epoch 1/1... Discriminator Loss: 1.2581... Generator Loss: 0.8700 Epoch 1/1... Discriminator Loss: 1.1060... Generator Loss: 0.7197 Epoch 1/1... Discriminator Loss: 1.1770... Generator Loss: 0.7615 Epoch 1/1... Discriminator Loss: 1.1688... Generator Loss: 0.7384
Epoch 1/1... Discriminator Loss: 1.1287... Generator Loss: 0.8186 Epoch 1/1... Discriminator Loss: 1.2540... Generator Loss: 0.5492 Epoch 1/1... Discriminator Loss: 1.3965... Generator Loss: 0.9185 Epoch 1/1... Discriminator Loss: 1.6521... Generator Loss: 0.2964 Epoch 1/1... Discriminator Loss: 1.3733... Generator Loss: 0.8555 Epoch 1/1... Discriminator Loss: 1.2900... Generator Loss: 0.6284 Epoch 1/1... Discriminator Loss: 1.4391... Generator Loss: 0.4329 Epoch 1/1... Discriminator Loss: 0.9294... Generator Loss: 1.6080 Epoch 1/1... Discriminator Loss: 0.7906... Generator Loss: 1.1466 Epoch 1/1... Discriminator Loss: 1.3183... Generator Loss: 0.4874
Epoch 1/1... Discriminator Loss: 1.1244... Generator Loss: 0.9102 Epoch 1/1... Discriminator Loss: 1.5106... Generator Loss: 0.4589 Epoch 1/1... Discriminator Loss: 1.3276... Generator Loss: 0.5749 Epoch 1/1... Discriminator Loss: 1.1516... Generator Loss: 0.9586 Epoch 1/1... Discriminator Loss: 1.3751... Generator Loss: 0.4149 Epoch 1/1... Discriminator Loss: 1.5620... Generator Loss: 0.9327 Epoch 1/1... Discriminator Loss: 1.3317... Generator Loss: 0.5020 Epoch 1/1... Discriminator Loss: 1.2147... Generator Loss: 0.6787 Epoch 1/1... Discriminator Loss: 1.1812... Generator Loss: 0.7876 Epoch 1/1... Discriminator Loss: 0.6034... Generator Loss: 1.5028
Epoch 1/1... Discriminator Loss: 1.5487... Generator Loss: 0.3675 Epoch 1/1... Discriminator Loss: 1.2358... Generator Loss: 1.0876 Epoch 1/1... Discriminator Loss: 0.9150... Generator Loss: 1.1384 Epoch 1/1... Discriminator Loss: 1.0481... Generator Loss: 0.6790 Epoch 1/1... Discriminator Loss: 1.2541... Generator Loss: 0.6862
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.